From 45c49e02f6fa03b3faa49a6eb8fd48f54b159002 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Wed, 25 Nov 2020 15:27:14 +0100 Subject: [PATCH 01/32] pytennis --- pytennis/Images/ball.jpg | Bin 0 -> 29430 bytes pytennis/Images/padA.png | Bin 0 -> 333640 bytes pytennis/Images/padB.png | Bin 0 -> 315712 bytes pytennis/Images/pytennis env.png | Bin 0 -> 11036 bytes pytennis/Images/pytennis.gif | Bin 0 -> 43357 bytes pytennis/Images/pytennis.png | Bin 0 -> 25022 bytes pytennis/Images/tenth.png | Bin 0 -> 23499 bytes pytennis/LICENSE | 21 + .../Notebook/pytennis notebook (DQN).ipynb | 787 ++++++++++++++++++ pytennis/README.md | 74 ++ pytennis/Scripts/BallRegression.py | 98 +++ pytennis/Scripts/DQNetwork.py | 59 ++ pytennis/Scripts/PyTennis.py | 473 +++++++++++ .../__pycache__/BallRegression.cpython-37.pyc | Bin 0 -> 2356 bytes .../__pycache__/DQNetwork.cpython-37.pyc | Bin 0 -> 2318 bytes .../__pycache__/PyTennis.cpython-37.pyc | Bin 0 -> 9844 bytes 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ze(HbF@oPS0?!9x~=Pd8}Jt2dy--!Ly$MW;#$dt4Zt1Nsq$)m8A9o7e~jHe_fCMqPD zG7<#Pz50y^Q7B&%D3+zD99`#FLGBWV-@}zGNh*ZsEYi9>` zz9*d|U*0jNhN|oB`Az*;u&-ws9pB!H=6!|HxL$oJ4G^f5}Fac1Kw-Tvm0w% zine%qdX8TAoJkug%8luV1Wr#6`?-`aFeGgphWFHXK`)(v(nv410!P~}tn#2W0%xKn zw*)3U)DM%fr6*4kSy@>;9#0kO{?S^a?&jGOw_?3FY+w>1U_AmYxb2^A#WrIlch9vV zcp5dZ!Sjz^ii$(Yp0F+ShJn0;u%^bfV!g`h(fK+Ii;Xxl44^F$dxNK3wnV?<#=CM|eW6z6<%E_(2 zp)3?nS9PuN@u7!QMI40qGm&c}WiDJwFUQQfv2k|HO(zUuaSZRyd;9W0uMQ>IoNtn6 zQ4CALr8mGG>bFbp-@AA3BuVz#>OZaJ!f6?JQ!%y?~-FqY%Zv2F(vxJm&xqfllE5jm7}8#gK^->e9*@X;%`#mxB`8y zLgxNlA7rum_~NK1H59>te-G|YF|c%S8d>1x78Z%jxnjqF9AV}MeEAvZ(@40pu-tQ$ zO4g!qZEkI?YwOjkDy?~crAhH{OO0_M5MP1^n~nj@%SQ_??u2nei9;sW%c~V~*VGqx zwP;n!0Kz2?i05iwU*E|IdnC(sXF`4fJPGLC4>=YEqyVw=7|ykSnpk30w}3N+!{HMU zQ1x_k#cl**yr*LtUD8yH79jMN7XAt}35^FM(3soJfH&2$y0`?Cai7LztGA#4#SS{( zGyyO_q^=r5u2@^@ZRunNONwHuvh6RYaBX|F^t;Xl*m}n)u?U!gDS?gJ5M~-ER&*4u z48@Osh?dAZHs#=b;q!5B5?W_S-Gmc3o57fmCQAYSC)ikZiYg@zWoD9-kM~*5nCzCp z8X-GB-vNXYENPgqu*^j&47|N9sd37`m?NaBmY{O~EU+zGVP*Ltd?BE2WolvF{z{=2 z)Cv_eDLeJ`aH(8Ba@dKnc6l7c5pFDW*g#zdC0srJL=Vk2QW~|;?>LnYx+LyM2D9w! zxW(KO( z&Bd}rVc=z$Ra}O*R|Yt|s7@1m(5=ToQ`(Kw$<)Qd)!}_Q{aX(Y3#!}X$R;ApLQ(_3 z%pd6!cvK_!YniaP5n|m8j_fcDf#)wPY~Ox@iu7{iUNY~V%m`0wu)F8-0ata_ME4Wr+U uo4ZnZgjx0lvWPf7c_Ai8|MTr)Um7igb>rEp{u9`ABnTg`0B)6sXy3oXgV(= 150 and c <= 179:\n", + " return 0\n", + " elif c >= 180 and c <= 209:\n", + " return 1\n", + " elif c >= 210 and c <= 239:\n", + " return 2\n", + " elif c >= 240 and c <= 269:\n", + " return 3\n", + " elif c >= 270 and c <= 299:\n", + " return 4\n", + " elif c >= 300 and c <= 329:\n", + " return 5\n", + " elif c >= 330 and c <= 359:\n", + " return 6\n", + " elif c >= 360 and c <= 389:\n", + " return 7\n", + " elif c >= 390 and c <= 419:\n", + " return 8\n", + " elif c >= 420 and c <= 450:\n", + " return 9\n", + "\n", + " def evaluate_action(self, diff):\n", + "\n", + " if (int(diff) <= 30):\n", + " return True\n", + " else:\n", + " return False\n", + "\n", + " def randomVal(self, action):\n", + " \"\"\"\n", + " cmax: 450\n", + " cmin: 150\n", + "\n", + " c definately will be between 150 and 450.\n", + " state0 - (150 - 179)\n", + " state1 - (180 - 209)\n", + " state2 - (210 - 239)\n", + " state3 - (240 - 269)\n", + " state4 - (270 - 299)\n", + " state5 - (300 - 329)\n", + " state6 - (330 - 359)\n", + " state7 - (360 - 389)\n", + " state8 - (390 - 419)\n", + " state9 - (420 - 450)\n", + " \"\"\"\n", + " if action == 0:\n", + " val = np.random.choice([i for i in range(150, 180)])\n", + " elif action == 1:\n", + " val = np.random.choice([i for i in range(180, 210)])\n", + " elif action == 2:\n", + " val = np.random.choice([i for i in range(210, 240)])\n", + " elif action == 3:\n", + " val = np.random.choice([i for i in range(240, 270)])\n", + " elif action == 4:\n", + " val = np.random.choice([i for i in range(270, 300)])\n", + " elif action == 5:\n", + " val = np.random.choice([i for i in range(300, 330)])\n", + " elif action == 6:\n", + " val = np.random.choice([i for i in range(330, 360)])\n", + " elif action == 7:\n", + " val = np.random.choice([i for i in range(360, 390)])\n", + " elif action == 8:\n", + " val = np.random.choice([i for i in range(390, 420)])\n", + " else:\n", + " val = np.random.choice([i for i in range(420, 450)])\n", + " return val\n", + "\n", + " def stepA(self, action, count=0):\n", + " # playerA should play\n", + " if count == 0:\n", + " self.NetworkA = self.net.network(\n", + " self.ballx, ysource=100, Ynew=600) # Network A\n", + " self.bally = self.NetworkA[1][count]\n", + " self.ballx = self.NetworkA[0][count]\n", + "\n", + " \n", + " if self.GeneralReward == True:\n", + " self.playerax = self.randomVal(action)\n", + " else:\n", + " self.playerax = self.ballx\n", + "\n", + "\n", + "# soundObj = pygame.mixer.Sound('sound/sound.wav')\n", + "# soundObj.play()\n", + "# time.sleep(0.4)\n", + "# soundObj.stop()\n", + "\n", + " else:\n", + " self.ballx = self.NetworkA[0][count]\n", + " self.bally = self.NetworkA[1][count]\n", + "\n", + " obsOne = self.evaluate_state_from_last_coordinate(\n", + " int(self.ballx)) # last state of the ball\n", + " obsTwo = self.evaluate_state_from_last_coordinate(\n", + " int(self.playerbx)) # evaluate player bx\n", + " diff = np.abs(self.ballx - self.playerbx)\n", + " obs = obsTwo\n", + " reward = self.evaluate_action(diff)\n", + " done = True\n", + " info = str(diff)\n", + "\n", + " return obs, reward, done, info\n", + " \n", + " def stepB(self, action, count=0):\n", + " # playerB should play\n", + " if count == 0:\n", + " self.NetworkB = self.net.network(\n", + " self.ballx, ysource=600, Ynew=100) # Network B\n", + " self.bally = self.NetworkB[1][count]\n", + " self.ballx = self.NetworkB[0][count]\n", + "\n", + " \n", + " if self.GeneralReward == True:\n", + " self.playerbx = self.randomVal(action)\n", + " else:\n", + " self.playerbx = self.ballx\n", + "\n", + "\n", + "# soundObj = pygame.mixer.Sound('sound/sound.wav')\n", + "# soundObj.play()\n", + "# time.sleep(0.4)\n", + "# soundObj.stop()\n", + "\n", + " else:\n", + " self.ballx = self.NetworkB[0][count]\n", + " self.bally = self.NetworkB[1][count]\n", + "\n", + " obsOne = self.evaluate_state_from_last_coordinate(\n", + " int(self.ballx)) # last state of the ball\n", + " obsTwo = self.evaluate_state_from_last_coordinate(\n", + " int(self.playerax)) # evaluate player bx\n", + " diff = np.abs(self.ballx - self.playerax)\n", + " obs = obsTwo\n", + " reward = self.evaluate_action(diff)\n", + " done = True\n", + " info = str(diff)\n", + "\n", + " return obs, reward, done, info\n", + "\n", + " \n", + " def computeLossA(self, reward):\n", + " if reward == 0:\n", + " self.lossA += 1\n", + " else:\n", + " self.lossA += 0\n", + " return\n", + "\n", + " def computeLossB(self, reward):\n", + " if reward == 0:\n", + " self.lossB += 1\n", + " else:\n", + " self.lossB += 0\n", + " return\n", + "\n", + " def render(self):\n", + " # diplay team players\n", + " self.PLAYERA = pygame.image.load('images/cap.jpg')\n", + " self.PLAYERA = pygame.transform.scale(self.PLAYERA, (50, 50))\n", + " self.PLAYERB = pygame.image.load('images/cap.jpg')\n", + " self.PLAYERB = pygame.transform.scale(self.PLAYERB, (50, 50))\n", + " self.ball = pygame.image.load('images/ball.png')\n", + " self.ball = pygame.transform.scale(self.ball, (15, 15))\n", + "\n", + " self.playerax = 150\n", + " self.playerbx = 250\n", + "\n", + " self.ballx = 250\n", + " self.bally = 300\n", + "\n", + " count = 0\n", + " nextplayer = 'A'\n", + " # player A starts by playing with state 0\n", + " obsA, rewardA, doneA, infoA = 0, False, False, ''\n", + " obsB, rewardB, doneB, infoB = 0, False, False, ''\n", + " stateA = 0\n", + " stateB = 0\n", + " next_stateA = 0\n", + " next_stateB = 0\n", + "\n", + " actionA = 0\n", + " actionB = 0\n", + "\n", + " iterations = 20000\n", + " iteration = 0\n", + " restart = False\n", + "\n", + " while iteration < iterations:\n", + " \n", + " self.display()\n", + " self.randNumLabelA = self.myFontA.render(\n", + " 'A (Win): '+str(self.updateRewardA) + ', A(loss): '+str(self.lossA), 1, self.BLACK)\n", + " self.randNumLabelB = self.myFontB.render(\n", + " 'B (Win): '+str(self.updateRewardB) + ', B(loss): ' + str(self.lossB), 1, self.BLACK)\n", + " self.randNumLabelIter = self.myFontIter.render(\n", + " 'Iterations: '+str(self.updateIter), 1, self.BLACK)\n", + " \n", + " if nextplayer == 'A':\n", + " \n", + " if count == 0:\n", + " # Online DQN evaluates what to do\n", + " q_valueA = AgentA.model.predict([stateA])\n", + " actionA = AgentA.epsilon_greedy(q_valueA, iteration)\n", + "\n", + " # Online DQN plays\n", + " obsA, rewardA, doneA, infoA = self.stepA(\n", + " action=actionA, count=count)\n", + " next_stateA = actionA\n", + "\n", + " # Let's memorize what just happened\n", + " AgentA.replay_memory.append(\n", + " (stateA, actionA, rewardA, next_stateA, 1.0 - doneA))\n", + " stateA = next_stateA\n", + "\n", + " \n", + "\n", + " elif count == 49:\n", + " \n", + "\n", + " # Online DQN evaluates what to do\n", + " q_valueA = AgentA.model.predict([stateA])\n", + " actionA = AgentA.epsilon_greedy(q_valueA, iteration)\n", + " obsA, rewardA, doneA, infoA = self.stepA(\n", + " action=actionA, count=count)\n", + " next_stateA = actionA\n", + "\n", + "\n", + " self.updateRewardA += rewardA\n", + " self.computeLossA(rewardA)\n", + "\n", + " # Let's memorize what just happened\n", + " AgentA.replay_memory.append(\n", + " (stateA, actionA, rewardA, next_stateA, 1.0 - doneA))\n", + " \n", + "\n", + " # restart the game if player A fails to get the ball, and let B start the game\n", + " if rewardA == 0:\n", + " self.restart = True\n", + " time.sleep(0.5)\n", + " nextplayer = 'B'\n", + " self.GeneralReward = False\n", + " else:\n", + " self.restart = False\n", + " self.GeneralReward = True\n", + "\n", + " # Sample memories and use the target DQN to produce the target Q-Value\n", + " X_state_val, X_action_val, rewards, X_next_state_val, continues = (\n", + " AgentA.sample_memories(AgentA.batch_size))\n", + " next_q_values = AgentA.model.predict([X_next_state_val])\n", + " max_next_q_values = np.max(\n", + " next_q_values, axis=1, keepdims=True)\n", + " y_val = rewards + continues * AgentA.discount_rate * max_next_q_values\n", + "\n", + " # Train the online DQN\n", + " AgentA.model.fit(X_state_val, tf.keras.utils.to_categorical(\n", + " X_next_state_val, num_classes=10), verbose=0)\n", + "\n", + " nextplayer = 'B'\n", + " self.updateIter += 1\n", + "\n", + " count = 0\n", + " # evaluate A\n", + " \n", + " else:\n", + " # Online DQN evaluates what to do\n", + " q_valueA = AgentA.model.predict([stateA])\n", + " actionA = AgentA.epsilon_greedy(q_valueA, iteration)\n", + "\n", + " # Online DQN plays\n", + " obsA, rewardA, doneA, infoA = self.stepA(\n", + " action=actionA, count=count)\n", + " next_stateA = actionA\n", + "\n", + " # Let's memorize what just happened\n", + " AgentA.replay_memory.append(\n", + " (stateA, actionA, rewardA, next_stateA, 1.0 - doneA))\n", + " stateA = next_stateA\n", + " \n", + " \n", + " \n", + " if nextplayer == 'A':\n", + " count += 1\n", + " else:\n", + " count = 0\n", + "\n", + " else:\n", + " if count == 0:\n", + " # Online DQN evaluates what to do\n", + " q_valueB = AgentB.model.predict([stateB])\n", + " actionB = AgentB.epsilon_greedy(q_valueB, iteration)\n", + "\n", + " # Online DQN plays\n", + " obsB, rewardB, doneB, infoB = self.stepB(\n", + " action=actionB, count=count)\n", + " next_stateB = actionB\n", + "\n", + " # Let's memorize what just happened\n", + " AgentB.replay_memory.append(\n", + " (stateB, actionB, rewardB, next_stateB, 1.0 - doneB))\n", + " stateB = next_stateB\n", + " \n", + "\n", + " elif count == 49:\n", + "\n", + " # Online DQN evaluates what to do\n", + " q_valueB = AgentB.model.predict([stateB])\n", + " actionB = AgentB.epsilon_greedy(q_valueB, iteration)\n", + "\n", + " # Online DQN plays\n", + " obs, reward, done, info = self.stepB(\n", + " action=actionB, count=count)\n", + " next_stateB = actionB\n", + "\n", + " # Let's memorize what just happened\n", + " AgentB.replay_memory.append(\n", + " (stateB, actionB, rewardB, next_stateB, 1.0 - doneB))\n", + " \n", + " stateB = next_stateB\n", + " self.updateRewardB += rewardB\n", + " self.computeLossB(rewardB)\n", + "\n", + " # restart the game if player A fails to get the ball, and let B start the game\n", + " if rewardB == 0:\n", + " self.restart = True\n", + " time.sleep(0.5)\n", + " self.GeneralReward = False\n", + " nextplayer = 'A'\n", + " else:\n", + " self.restart = False\n", + " self.GeneralReward = True\n", + "\n", + " # Sample memories and use the target DQN to produce the target Q-Value\n", + " X_state_val, X_action_val, rewards, X_next_state_val, continues = (\n", + " AgentB.sample_memories(AgentB.batch_size))\n", + " next_q_values = AgentB.model.predict([X_next_state_val])\n", + " max_next_q_values = np.max(\n", + " next_q_values, axis=1, keepdims=True)\n", + " y_val = rewards + continues * AgentB.discount_rate * max_next_q_values\n", + "\n", + " # Train the online DQN\n", + " AgentB.model.fit(X_state_val, tf.keras.utils.to_categorical(\n", + " X_next_state_val, num_classes=10), verbose=0)\n", + "\n", + " nextplayer = 'A'\n", + " self.updateIter += 1\n", + " # evaluate B\n", + " \n", + " \n", + " else:\n", + " # Online DQN evaluates what to do\n", + " q_valueB = AgentB.model.predict([stateB])\n", + " actionB = AgentB.epsilon_greedy(q_valueB, iteration)\n", + "\n", + " # Online DQN plays\n", + " obsB, rewardB, doneB, infoB = self.stepB(\n", + " action=actionB, count=count)\n", + " next_stateB = actionB\n", + "\n", + " # Let's memorize what just happened\n", + " AgentB.replay_memory.append(\n", + " (stateB, actionB, rewardB, next_stateB, 1.0 - doneB))\n", + " tateB = next_stateB\n", + " \n", + " \n", + " if nextplayer == 'B':\n", + " count += 1\n", + " else:\n", + " count = 0\n", + "\n", + " \n", + "\n", + " iteration += 1\n", + "\n", + " # CHECK BALL MOVEMENT\n", + " self.DISPLAYSURF.blit(self.PLAYERA, (self.playerax, 50))\n", + " self.DISPLAYSURF.blit(self.PLAYERB, (self.playerbx, 600))\n", + " self.DISPLAYSURF.blit(self.ball, (self.ballx, self.bally))\n", + " self.DISPLAYSURF.blit(self.randNumLabelA, (300, 630))\n", + " self.DISPLAYSURF.blit(self.randNumLabelB, (300, 40))\n", + " self.DISPLAYSURF.blit(self.randNumLabelIter, (50, 40))\n", + "\n", + " # update last coordinate\n", + " # self.lastxcoordinate = self.ballx\n", + "\n", + " pygame.display.update()\n", + " self.fpsClock.tick(self.FPS)\n", + "\n", + " for event in pygame.event.get():\n", + "\n", + " if event.type == QUIT:\n", + " AgentA.model.save('AgentA.h5')\n", + " AgentB.model.save('AgentB.h5')\n", + " pygame.quit()\n", + " sys.exit()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Error when checking input: expected dense_1_input to have 2 dimensions, but got array with shape ()", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mtennis\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpytennis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfps\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m50\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mtennis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mtennis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrender\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m\u001b[0m in \u001b[0;36mrender\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 350\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 351\u001b[0m \u001b[0;31m# Online DQN evaluates what to do\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 352\u001b[0;31m \u001b[0mq_valueA\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mAgentA\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstateA\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 353\u001b[0m \u001b[0mactionA\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mAgentA\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mepsilon_greedy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mq_valueA\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0miteration\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 354\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/home/qwerty/.local/lib/python3.7/site-packages/keras/engine/training.py\u001b[0m in \u001b[0;36mpredict\u001b[0;34m(self, x, batch_size, verbose, steps)\u001b[0m\n\u001b[1;32m 1147\u001b[0m 'argument.')\n\u001b[1;32m 1148\u001b[0m \u001b[0;31m# Validate user data.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1149\u001b[0;31m \u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_standardize_user_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1150\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstateful\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1151\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0mbatch_size\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mbatch_size\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/home/qwerty/.local/lib/python3.7/site-packages/keras/engine/training.py\u001b[0m in \u001b[0;36m_standardize_user_data\u001b[0;34m(self, x, y, sample_weight, class_weight, check_array_lengths, batch_size)\u001b[0m\n\u001b[1;32m 749\u001b[0m \u001b[0mfeed_input_shapes\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 750\u001b[0m \u001b[0mcheck_batch_axis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;31m# Don't enforce the batch size.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 751\u001b[0;31m exception_prefix='input')\n\u001b[0m\u001b[1;32m 752\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 753\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0my\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/home/qwerty/.local/lib/python3.7/site-packages/keras/engine/training_utils.py\u001b[0m in \u001b[0;36mstandardize_input_data\u001b[0;34m(data, names, shapes, check_batch_axis, exception_prefix)\u001b[0m\n\u001b[1;32m 126\u001b[0m \u001b[0;34m': expected '\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mnames\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m' to have '\u001b[0m \u001b[0;34m+\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 127\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m' dimensions, but got array '\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 128\u001b[0;31m 'with shape ' + str(data_shape))\n\u001b[0m\u001b[1;32m 129\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mcheck_batch_axis\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 130\u001b[0m \u001b[0mdata_shape\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdata_shape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mValueError\u001b[0m: Error when checking input: expected dense_1_input to have 2 dimensions, but got array with shape ()" + ] + } + ], + "source": [ + "tennis = pytennis(fps = 50)\n", + "tennis.reset()\n", + "tennis.render()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/pytennis/README.md b/pytennis/README.md new file mode 100644 index 0000000..2eac7bd --- /dev/null +++ b/pytennis/README.md @@ -0,0 +1,74 @@ +# pytennis-Deep-Q-Network-DQN- +An implementation of a reinforcement learning environment for tennis games using Deep Q Network (DQN) + + +![gif](Images/pytennis.gif) + + +### Pytennis Environment Description + +``` + +1. There exist 2 agents (2 players) with a ball. + +2. There exist a tennis lawn of dimension (x, y) - (300, 500) + +3. The ball was designed to move on a straight line, such that agent A decides a target point between x1 (0) and x2 (300) of side B (Agent B side), +therefore it displays the ball 50 different times with respect to an FPS of 20. This therefore, makes the ball move in a straight line from source +to destination. This applies respectively to agent B. + +4. Movement of AgentA and AgentB are both bound between (x1= 100, to x2 = 600). + +5. Movement of the ball is bounded along the y-axis (y1 = 100 to y2 = 600). + +6. Movement of the ball is bounded along the x-axis (x1 = 100, to x2 = 600). + +``` + + +#### Watch On Youtube + +[![Watch on youtube](https://img.youtube.com/vi/FCwGNRiq9SY/hqdefault.jpg)](https://youtu.be/FCwGNRiq9SY) + + + +### Discrete mathematics approach + +This uses the y = mx + c approach to forecast new ball locations + +### To run program follow the process below: + + +To clone the work and run the game.ipynb via jupyter notebook having executed the following commands below + + +``` +git clone https://github.com/elishatofunmi/pytennis-Deep-Q-Network-DQN-.git + +cd "pytennis-Deep-Q-Network-DQN-" + +pip install -r requirements.txt + +cd Notebook + +# go ahead to run 'pytennis notebook (DQN).ipynb' cell by cell via jupyter notebook/ jupyterlab + +``` + + + +To clone the work and run the main.py file using the following commands below + +``` +git clone https://github.com/elishatofunmi/pytennis-Deep-Q-Network-DQN-.git + +cd "pytennis-Deep-Q-Network-DQN-" + +pip install -r requirements.txt + +python main.py + +``` + + + diff --git a/pytennis/Scripts/BallRegression.py b/pytennis/Scripts/BallRegression.py new file mode 100644 index 0000000..5755f45 --- /dev/null +++ b/pytennis/Scripts/BallRegression.py @@ -0,0 +1,98 @@ +import numpy as np + + +class Network: + def __init__(self, xmin, xmax, ymin, ymax): + """ + xmin: 150, + xmax: 450, + ymin: 100, + ymax: 600 + """ + + self.StaticDiscipline = { + 'xmin': xmin, + 'xmax': xmax, + 'ymin': ymin, + 'ymax': ymax + } + + def network(self, xsource, ysource=100, Ynew=600, divisor=50): # ysource will always be 100 + """ + For Network A + ysource: will always be 100 + xsource: will always be between xmin and xmax (static discipline) + + For Network B + ysource: will always be 600 + xsource: will always be between xmin and xmax (static discipline) + """ + + while True: + ListOfXsourceYSource = [] + Xnew = np.random.choice([i for i in range( + self.StaticDiscipline['xmin'], self.StaticDiscipline['xmax'])], 1) + #Ynew = np.random.choice([i for i in range(self.StaticDiscipline['ymin'], self.StaticDiscipline['ymax'])], 1) + + source = (xsource, ysource) + target = (Xnew[0], Ynew) + + #Slope and intercept + slope = (ysource - Ynew)/(xsource - Xnew[0]) + intercept = ysource - (slope*xsource) + if (slope != np.inf) and (intercept != np.inf): + break + else: + continue + + #print(source, target) + # randomly select 50 new values along the slope between xsource and xnew (monotonically decreasing/increasing) + XNewList = [xsource] + + if xsource < Xnew: + differences = Xnew[0] - xsource + increment = differences / divisor + newXval = xsource + for i in range(divisor): + + newXval += increment + XNewList.append(int(newXval)) + else: + differences = xsource - Xnew[0] + decrement = differences / divisor + newXval = xsource + for i in range(divisor): + + newXval -= decrement + XNewList.append(int(newXval)) + + # determine the values of y, from the new values of x, using y= mx + c + yNewList = [] + for i in XNewList: + findy = (slope * i) + intercept # y = mx + c + yNewList.append(int(findy)) + + ListOfXsourceYSource = [(x, y) for x, y in zip(XNewList, yNewList)] + + return XNewList, yNewList + + def DefaultToPosition(self, x1, x2=300, divisor=50): + DefaultPositionA = 300 + DefaultPositionB = 300 + XNewList = [] + if x1 < x2: + differences = x2 - x1 + increment = differences / divisor + newXval = x1 + for i in range(divisor): + newXval += increment + XNewList.append(int(np.floor(newXval))) + + else: + differences = x1 - x2 + decrement = differences / divisor + newXval = x1 + for i in range(divisor): + newXval -= decrement + XNewList.append(int(np.floor(newXval))) + return XNewList diff --git a/pytennis/Scripts/DQNetwork.py b/pytennis/Scripts/DQNetwork.py new file mode 100644 index 0000000..97b41b7 --- /dev/null +++ b/pytennis/Scripts/DQNetwork.py @@ -0,0 +1,59 @@ +from keras import Sequential, layers +from keras.optimizers import Adam +from keras.layers import Dense +from collections import deque +import numpy as np + + +class DQN: + def __init__(self): + self.learning_rate = 0.001 + self.momentum = 0.95 + self.eps_min = 0.1 + self.eps_max = 1.0 + self.eps_decay_steps = 2000000 + self.replay_memory_size = 500 + self.replay_memory = deque([], maxlen=self.replay_memory_size) + n_steps = 4000000 # total number of training steps + self.training_start = 10000 # start training after 10,000 game iterations + self.training_interval = 4 # run a training step every 4 game iterations + self.save_steps = 1000 # save the model every 1,000 training steps + self.copy_steps = 10000 # copy online DQN to target DQN every 10,000 training steps + self.discount_rate = 0.99 + # Skip the start of every game (it's just waiting time). + self.skip_start = 90 + self.batch_size = 100 + self.iteration = 0 # game iterations + self.done = True # env needs to be reset + + self.model = self.DQNmodel() + + return + + def DQNmodel(self): + model = Sequential() + model.add(Dense(64, input_shape=(1,), activation='relu')) + model.add(Dense(64, activation='relu')) + model.add(Dense(10, activation='softmax')) + model.compile(loss='categorical_crossentropy', + optimizer=Adam(lr=self.learning_rate)) + return model + + def sample_memories(self, batch_size): + indices = np.random.permutation(len(self.replay_memory))[:batch_size] + # state, action, reward, next_state, continue + cols = [[], [], [], [], []] + for idx in indices: + memory = self.replay_memory[idx] + for col, value in zip(cols, memory): + col.append(value) + cols = [np.array(col) for col in cols] + return (cols[0], cols[1], cols[2].reshape(-1, 1), cols[3], cols[4].reshape(-1, 1)) + + def epsilon_greedy(self, q_values, step): + self.epsilon = max(self.eps_min, self.eps_max - + (self.eps_max-self.eps_min) * step/self.eps_decay_steps) + if np.random.rand() < self.epsilon: + return np.random.randint(10) # random action + else: + return np.argmax(q_values) # optimal action diff --git a/pytennis/Scripts/PyTennis.py b/pytennis/Scripts/PyTennis.py new file mode 100644 index 0000000..b9f366f --- /dev/null +++ b/pytennis/Scripts/PyTennis.py @@ -0,0 +1,473 @@ +import time +import os +import sys +from Scripts.DQNetwork import DQN +from Scripts.BallRegression import Network +import numpy as np +from keras.utils import to_categorical +import tensorflow as tf +import pygame +from pygame.locals import * +pygame.init() + + +class pytennis: + def __init__(self, fps=50): + self.GeneralReward = False + self.net = Network(150, 450, 150, 650) + self.updateRewardA = 0 + self.updateRewardB = 0 + self.updateIter = 0 + self.lossA = 0 + self.lossB = 0 + self.restart = False + + self.AgentA = DQN() + self.AgentB = DQN() + + # Testing + self.net = Network(150, 450, 150, 650) + self.NetworkA = self.net.network( + 300, ysource=130, Ynew=700) # Network A + self.NetworkB = self.net.network( + 200, ysource=700, Ynew=130) # Network B + + pygame.init() + self.BLACK = (0, 0, 0) + + self.myFontA = pygame.font.SysFont("Times New Roman", 25) + self.myFontB = pygame.font.SysFont("Times New Roman", 25) + self.myFontIter = pygame.font.SysFont('Times New Roman', 25) + + self.FPS = fps + self.fpsClock = pygame.time.Clock() + + def setWindow(self): + + # set up the window + self.DISPLAYSURF = pygame.display.set_mode((600, 800), 0, 32) + pygame.display.set_caption( + 'REINFORCEMENT LEARNING (DQN) - TABLE TENNIS') + # set up the colors + self.BLACK = (0, 0, 0) + self.WHITE = (255, 255, 255) + self.RED = (255, 0, 0) + self.GREEN = (0, 255, 0) + self.BLUE = (0, 0, 255) + + return + + def display(self): + self.setWindow() + self.DISPLAYSURF.fill(self.WHITE) + pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (50, 150, 500, 550)) + pygame.draw.rect(self.DISPLAYSURF, self.RED, (50, 415, 500, 20)) + pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 20, 600, 20)) + pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 770, 600, 20)) + return + + def reset(self): + return + + def evaluate_state_from_last_coordinate(self, c): + """ + cmax: 450 + cmin: 150 + + c definately will be between 150 and 450. + state0 - (50 - 99) + state1 - (100 - 149) + state2 - (150 - 199) + state3 - (200 - 249) + state4 - (250 - 299) + state5 - (300 - 349) + state6 - (350 - 399) + state7 - (400 - 449) + state8 - (450- 499) + state9 - (500 - 550) + """ + if c >= 50 and c <= 99: + return 0 + elif c >= 100 and c <= 149: + return 1 + elif c >= 150 and c <= 199: + return 2 + elif c >= 200 and c <= 249: + return 3 + elif c >= 250 and c <= 299: + return 4 + elif c >= 300 and c <= 349: + return 5 + elif c >= 350 and c <= 399: + return 6 + elif c >= 400 and c <= 449: + return 7 + elif c >= 450 and c <= 499: + return 8 + elif c >= 500 and c <= 550: + return 9 + + def evaluate_action(self, diff): + + if (int(diff) <= 50): + return True + else: + return False + + def randomVal(self, action): + """ + cmax: 550 + cmin: 50 + + c definately will be between 150 and 450. + state0 - (50 - 99) + state1 - (100 - 149) + state2 - (150 - 199) + state3 - (200 - 249) + state4 - (250 - 299) + state5 - (300 - 349) + state6 - (350 - 399) + state7 - (400 - 449) + state8 - (450- 499) + state9 - (500 - 550) + """ + if action == 0: + val = np.random.choice([i for i in range(50, 100)]) + elif action == 1: + val = np.random.choice([i for i in range(100, 150)]) + elif action == 2: + val = np.random.choice([i for i in range(150, 200)]) + elif action == 3: + val = np.random.choice([i for i in range(200, 250)]) + elif action == 4: + val = np.random.choice([i for i in range(250, 300)]) + elif action == 5: + val = np.random.choice([i for i in range(300, 350)]) + elif action == 6: + val = np.random.choice([i for i in range(350, 400)]) + elif action == 7: + val = np.random.choice([i for i in range(400, 450)]) + elif action == 8: + val = np.random.choice([i for i in range(450, 500)]) + else: + val = np.random.choice([i for i in range(500, 550)]) + return val + + def stepA(self, action, count=0): + # playerA should play + if count == 0: + self.NetworkA = self.net.network( + self.ballx, ysource=130, Ynew=700) # Network A + self.bally = self.NetworkA[1][count] + self.ballx = self.NetworkA[0][count] + + if self.GeneralReward == True: + self.playerax = self.randomVal(action) + else: + self.playerax = self.ballx + + +# soundObj = pygame.mixer.Sound('sound/sound.wav') +# soundObj.play() +# time.sleep(0.4) +# soundObj.stop() + + else: + self.ballx = self.NetworkA[0][count] + self.bally = self.NetworkA[1][count] + + obsOne = self.evaluate_state_from_last_coordinate( + int(self.ballx)) # last state of the ball + obsTwo = self.evaluate_state_from_last_coordinate( + int(self.playerbx)) # evaluate player bx + diff = np.abs(self.ballx - self.playerbx) + obs = obsTwo + reward = self.evaluate_action(diff) + done = True + info = str(diff) + + return obs, reward, done, info + + def stepB(self, action, count=0): + # playerB should play + if count == 0: + self.NetworkB = self.net.network( + self.ballx, ysource=700, Ynew=130) # Network B + self.bally = self.NetworkB[1][count] + self.ballx = self.NetworkB[0][count] + + if self.GeneralReward == True: + self.playerbx = self.randomVal(action) + else: + self.playerbx = self.ballx + + +# soundObj = pygame.mixer.Sound('sound/sound.wav') +# soundObj.play() +# time.sleep(0.4) +# soundObj.stop() + + else: + self.ballx = self.NetworkB[0][count] + self.bally = self.NetworkB[1][count] + + obsOne = self.evaluate_state_from_last_coordinate( + int(self.ballx)) # last state of the ball + obsTwo = self.evaluate_state_from_last_coordinate( + int(self.playerax)) # evaluate player bx + diff = np.abs(self.ballx - self.playerax) + obs = obsTwo + reward = self.evaluate_action(diff) + done = True + info = str(diff) + + return obs, reward, done, info + + def computeLossA(self, reward): + if reward == 0: + self.lossA += 1 + else: + self.lossA += 0 + return + + def computeLossB(self, reward): + if reward == 0: + self.lossB += 1 + else: + self.lossB += 0 + return + + def render(self): + # diplay team players + self.PLAYERA = pygame.image.load('Images/padB.png') + self.PLAYERA = pygame.transform.scale(self.PLAYERA, (50, 50)) + self.PLAYERB = pygame.image.load('Images/padA.png') + self.PLAYERB = pygame.transform.scale(self.PLAYERB, (50, 50)) + self.ball = pygame.image.load('Images/ball.jpg') + self.ball = pygame.transform.scale(self.ball, (15, 15)) + + self.playerax = 150 + self.playerbx = 250 + + self.ballx = 250 + self.bally = 300 + + count = 0 + nextplayer = 'A' + # player A starts by playing with state 0 + obsA, rewardA, doneA, infoA = 0, False, False, '' + obsB, rewardB, doneB, infoB = 0, False, False, '' + stateA = 0 + stateB = 0 + next_stateA = 0 + next_stateB = 0 + + actionA = 0 + actionB = 0 + + iterations = 20000 + iteration = 0 + restart = False + + while iteration < iterations: + + self.display() + self.randNumLabelA = self.myFontA.render( + 'A (Win): '+str(self.updateRewardA), 1, self.BLACK) + self.randNumLabelB = self.myFontB.render( + 'B (Win): '+str(self.updateRewardB), 1, self.BLACK) + # self.randNumLabelIter = self.myFontIter.render( + # 'Iterations: '+str(self.updateIter), 1, self.BLACK) + + if nextplayer == 'A': + + if count == 0: + # Online DQN evaluates what to do + arr = np.array([stateA]) + q_valueA = self.AgentA.model.predict(arr) + actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) + + # Online DQN plays + obsA, rewardA, doneA, infoA = self.stepA( + action=actionA, count=count) + next_stateA = actionA + + # Let's memorize what just happened + self.AgentA.replay_memory.append( + (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) + stateA = next_stateA + + elif count == 49: + + # Online DQN evaluates what to do + arr = np.array([stateA]) + q_valueA = self.AgentA.model.predict(arr) + actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) + obsA, rewardA, doneA, infoA = self.stepA( + action=actionA, count=count) + next_stateA = actionA + + self.updateRewardA += rewardA + self.computeLossA(rewardA) + + # Let's memorize what just happened + self.AgentA.replay_memory.append( + (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) + + # restart the game if player A fails to get the ball, and let B start the game + if rewardA == 0: + self.restart = True + time.sleep(0.5) + nextplayer = 'B' + self.GeneralReward = False + else: + self.restart = False + self.GeneralReward = True + + # Sample memories and use the target DQN to produce the target Q-Value + X_state_val, X_action_val, rewards, X_next_state_val, continues = ( + self.AgentA.sample_memories(self.AgentA.batch_size)) + arr = [X_next_state_val] + next_q_values = self.AgentA.model.predict(arr) + max_next_q_values = np.max( + next_q_values, axis=1, keepdims=True) + y_val = rewards + continues * self.AgentA.discount_rate * max_next_q_values + + # Train the online DQN + self.AgentA.model.fit(X_state_val, tf.keras.utils.to_categorical( + X_next_state_val, num_classes=10), verbose=0) + + nextplayer = 'B' + self.updateIter += 1 + + count = 0 + # evaluate A + + else: + # Online DQN evaluates what to do + arr = np.array([stateA]) + q_valueA = self.AgentA.model.predict(arr) + actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) + + # Online DQN plays + obsA, rewardA, doneA, infoA = self.stepA( + action=actionA, count=count) + next_stateA = actionA + + # Let's memorize what just happened + self.AgentA.replay_memory.append( + (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) + stateA = next_stateA + + if nextplayer == 'A': + count += 1 + else: + count = 0 + + else: + if count == 0: + # Online DQN evaluates what to do + arr = np.array([stateB]) + q_valueB = self.AgentB.model.predict(arr) + actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) + + # Online DQN plays + obsB, rewardB, doneB, infoB = self.stepB( + action=actionB, count=count) + next_stateB = actionB + + # Let's memorize what just happened + self.AgentB.replay_memory.append( + (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) + stateB = next_stateB + + elif count == 49: + + # Online DQN evaluates what to do + arr = np.array([stateB]) + q_valueB = self.AgentB.model.predict(arr) + actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) + + # Online DQN plays + obs, reward, done, info = self.stepB( + action=actionB, count=count) + next_stateB = actionB + + # Let's memorize what just happened + self.AgentB.replay_memory.append( + (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) + + stateB = next_stateB + self.updateRewardB += rewardB + self.computeLossB(rewardB) + + # restart the game if player A fails to get the ball, and let B start the game + if rewardB == 0: + self.restart = True + time.sleep(0.5) + self.GeneralReward = False + nextplayer = 'A' + else: + self.restart = False + self.GeneralReward = True + + # Sample memories and use the target DQN to produce the target Q-Value + X_state_val, X_action_val, rewards, X_next_state_val, continues = ( + self.AgentB.sample_memories(self.AgentB.batch_size)) + arr = [X_next_state_val] + next_q_values = self.AgentB.model.predict(arr) + max_next_q_values = np.max( + next_q_values, axis=1, keepdims=True) + y_val = rewards + continues * self.AgentB.discount_rate * max_next_q_values + + # Train the online DQN + self.AgentB.model.fit(X_state_val, tf.keras.utils.to_categorical( + X_next_state_val, num_classes=10), verbose=0) + + nextplayer = 'A' + self.updateIter += 1 + # evaluate B + + else: + # Online DQN evaluates what to do + q_valueB = self.AgentB.model.predict([stateB]) + actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) + + # Online DQN plays + obsB, rewardB, doneB, infoB = self.stepB( + action=actionB, count=count) + next_stateB = actionB + + # Let's memorize what just happened + self.AgentB.replay_memory.append( + (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) + tateB = next_stateB + + if nextplayer == 'B': + count += 1 + else: + count = 0 + + iteration += 1 + + # CHECK BALL MOVEMENT + self.DISPLAYSURF.blit(self.PLAYERA, (self.playerax, 100)) + 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new file mode 100644 index 0000000..3f4a613 --- /dev/null +++ b/pytennis/main.py @@ -0,0 +1,29 @@ +import time +import numpy as np +import pygame +import sys +import os +from keras import Sequential, layers +from keras.optimizers import Adam +from keras.layers import Dense +from collections import deque + + +from Scripts.DQNetwork import DQN +from Scripts.BallRegression import Network +from Scripts.PyTennis import pytennis + + +from pygame.locals import * +pygame.init() + + +# initialize the 2 agents. +AgentA = DQN() +AgentB = DQN() + + +if __name__ == "__main__": + tennis = pytennis(fps=70) + tennis.reset() + tennis.render() diff --git a/pytennis/models/AgentA.h5 b/pytennis/models/AgentA.h5 new file mode 100644 index 0000000000000000000000000000000000000000..1b3d25e1ec7fa08b2366c50a92425c90e4bd8f52 GIT binary patch literal 87512 zcmeFY30#g{*C>8BQK?jt=2?+SbLqa;l4emVN)rkp(xCE~%RCcLgbZcKOcK(4?ImQ0 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z3S92K1D>prhs!VH@Xe7fV6$BZey*7gKQ9;tj~>&4A8X~{@Q`8Pnx;G$Z*2}#-)4eG z6;hx>VhOsI8-u4WFN?2HSAYmlHSkb#2Qt#VgjDw=B5Gj)(v6#gPO`I5NAOvsni7o` z?B0hWPY0l~BY?(JunJB(xveK*2#P7jzlNPdd=gpJpV>s!^?CsuU-) zNMiUN$@yA%|YC z9F3Gtw!xO$olyT|iqefqcz6Sar-0F~ZB>WnOb% zzL)|y%=Hy;hoF+>eB`t>I~U-T4?zJYGCtm9E>c(j^DS!56p?d_tzsFG{3~I z?1T6a-X}~c<|4jj+b2xoxRty3XfFqZ{=xkma)!Hi+5_&~Fll~nK8x3UzlQ5>=D|(y z+rq7gqOfL`d}4ZVJ}@_Q9biet$g+BF-eJai++<442xWKZ$*?q^QdsgSCWLXG0SSWQm{%q zQt+lSo?TcaQ$c;M>tvIZVrlgKVygWyguw^XL)UZOaAsVQ0S)UJ_5P{^& z)KRo0K>IAE(IF!`@;G6Kp5uDRS;iFY^&Enx&t8X;W?n`HO*@dJGXqJd%tp3~sR*>5 zM?n$ssHrp-4PP3BobgV`V~#}u=C9$5x#}pg94=s`*zs$E@&?!L}JmGt9i`HMa1apHb)y6;Hw69bC)qf&x+uJ%&#v)v}*=F73f zw9+rcbpLGe$foDS1lt_p9(8wNmWBleB@2XfB_%8;tWqe6vk+!$j>BX=4#66amZ}ZU(PDWyibpzKSF9W(->p=t7(89 z-NU2@ritjfw#|%m)_tn=l2=qou^uha+>762X3THZ58=1ouI2AcP7_Sw&J@r_6!H(= zUB)jq!URiX2>yvh7}%~&1u`d$z*kQ{5NF#eE{xp<_PsIz^v@5((&7cc>#!Wq_UAyJ zLN>fu Date: Wed, 25 Nov 2020 15:28:00 +0100 Subject: [PATCH 02/32] pytennis --- pytennis/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pytennis/README.md b/pytennis/README.md index 2eac7bd..64f0ba3 100644 --- a/pytennis/README.md +++ b/pytennis/README.md @@ -2,7 +2,7 @@ An implementation of a reinforcement learning environment for tennis games using Deep Q Network (DQN) -![gif](Images/pytennis.gif) +![gif](Video/pytennis.gif) ### Pytennis Environment Description From 253eadc53663b1a1e0b7b9fd3cf1b8caff85e493 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Wed, 25 Nov 2020 15:33:14 +0100 Subject: [PATCH 03/32] pytennis --- pytennis/README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/pytennis/README.md b/pytennis/README.md index 64f0ba3..96d7fec 100644 --- a/pytennis/README.md +++ b/pytennis/README.md @@ -11,17 +11,17 @@ An implementation of a reinforcement learning environment for tennis games using 1. There exist 2 agents (2 players) with a ball. -2. There exist a tennis lawn of dimension (x, y) - (300, 500) +2. There exist a tennis lawn of dimension (x, y) - (500, 550) 3. The ball was designed to move on a straight line, such that agent A decides a target point between x1 (0) and x2 (300) of side B (Agent B side), therefore it displays the ball 50 different times with respect to an FPS of 20. This therefore, makes the ball move in a straight line from source to destination. This applies respectively to agent B. -4. Movement of AgentA and AgentB are both bound between (x1= 100, to x2 = 600). +4. Movement of AgentA and AgentB are both bound between (x1= 50, to x2 = 550). -5. Movement of the ball is bounded along the y-axis (y1 = 100 to y2 = 600). +5. Movement of the ball is bounded along the y-axis (y1 = 150 to y2 = 700). -6. Movement of the ball is bounded along the x-axis (x1 = 100, to x2 = 600). +6. Movement of the ball is bounded along the x-axis (x1 = 50, to x2 = 550). ``` From da8f297d8f6660740f938e20873b2ee9d94ddbb6 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Wed, 25 Nov 2020 15:34:11 +0100 Subject: [PATCH 04/32] pytennis --- pytennis/README.md | 18 ------------------ 1 file changed, 18 deletions(-) diff --git a/pytennis/README.md b/pytennis/README.md index 96d7fec..9c4290a 100644 --- a/pytennis/README.md +++ b/pytennis/README.md @@ -39,24 +39,6 @@ This uses the y = mx + c approach to forecast new ball locations ### To run program follow the process below: -To clone the work and run the game.ipynb via jupyter notebook having executed the following commands below - - -``` -git clone https://github.com/elishatofunmi/pytennis-Deep-Q-Network-DQN-.git - -cd "pytennis-Deep-Q-Network-DQN-" - -pip install -r requirements.txt - -cd Notebook - -# go ahead to run 'pytennis notebook (DQN).ipynb' cell by cell via jupyter notebook/ jupyterlab - -``` - - - To clone the work and run the main.py file using the following commands below ``` From a1c5935cc3537e154a1fe83b90634bf8774c20cc Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Wed, 25 Nov 2020 15:35:00 +0100 Subject: [PATCH 05/32] pytennis --- pytennis/README.md | 5 ----- 1 file changed, 5 deletions(-) diff --git a/pytennis/README.md b/pytennis/README.md index 9c4290a..780c70e 100644 --- a/pytennis/README.md +++ b/pytennis/README.md @@ -31,11 +31,6 @@ to destination. This applies respectively to agent B. [![Watch on youtube](https://img.youtube.com/vi/FCwGNRiq9SY/hqdefault.jpg)](https://youtu.be/FCwGNRiq9SY) - -### Discrete mathematics approach - -This uses the y = mx + c approach to forecast new ball locations - ### To run program follow the process below: From 2124ef2904e8616b23b6f3ef7240994cb2b7fd6c Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Wed, 25 Nov 2020 15:39:13 +0100 Subject: [PATCH 06/32] pytennis --- pytennis/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pytennis/README.md b/pytennis/README.md index 780c70e..195afcb 100644 --- a/pytennis/README.md +++ b/pytennis/README.md @@ -28,7 +28,7 @@ to destination. This applies respectively to agent B. #### Watch On Youtube -[![Watch on youtube](https://img.youtube.com/vi/FCwGNRiq9SY/hqdefault.jpg)](https://youtu.be/FCwGNRiq9SY) +[![Watch on youtube](https://img.youtube.com/vi/cMp_zF8zzsA/hqdefault.jpg)](https://youtu.be/cMp_zF8zzsA) ### To run program follow the process below: From 7b8d974df060b5456ffde5052deb340e0defc709 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Wed, 25 Nov 2020 15:41:21 +0100 Subject: [PATCH 07/32] pytennis --- pytennis/README.md | 17 ----------------- 1 file changed, 17 deletions(-) diff --git a/pytennis/README.md b/pytennis/README.md index 195afcb..dfd55f3 100644 --- a/pytennis/README.md +++ b/pytennis/README.md @@ -31,21 +31,4 @@ to destination. This applies respectively to agent B. [![Watch on youtube](https://img.youtube.com/vi/cMp_zF8zzsA/hqdefault.jpg)](https://youtu.be/cMp_zF8zzsA) -### To run program follow the process below: - - -To clone the work and run the main.py file using the following commands below - -``` -git clone https://github.com/elishatofunmi/pytennis-Deep-Q-Network-DQN-.git - -cd "pytennis-Deep-Q-Network-DQN-" - -pip install -r requirements.txt - -python main.py - -``` - - From c6bb8ab49fef29d7f59574aec3c79be868d13679 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 10:20:07 +0100 Subject: [PATCH 08/32] pytennis --- .../__pycache__/BallRegression.cpython-37.pyc | Bin 2354 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 pytennis/__pycache__/BallRegression.cpython-37.pyc diff --git a/pytennis/__pycache__/BallRegression.cpython-37.pyc b/pytennis/__pycache__/BallRegression.cpython-37.pyc deleted file mode 100644 index 03db052f8072cd3930282ec056243f9c856de1a0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2354 zcmb_e&2Jk;6rY*>@UHDRPHRM(g0xU5HHz|4@uezMZHV9i3WXq&TCJ?DXPj=k-gRa- zwH?h$Na-H{cZAXd2d?}n9Os0@DR)kscyGP7L(<;Z)%^C&n>TNs=e_xjH|OTc1fC~< z{@NB*LjJ>f^X4Ru2Y3 zrlZxZco2oL&y&^uC>2o@B&(Z#7=A1ErAU$>j#m03?X=rL6r}AoI!hb?;xdZwQN7r( zm5IqIhtbnL25=Lk=|*0LP6=ARkq;;#!yooZW~Jl_Jt;Di8j3tIxp9T$U-Jq%W?ST# za_a@lY~1)R%Sy`THdq)SJD7?^Oi8X=Bv(o1g3eX6K^93?RxbFro*I&=@ zFmIn`6`cK)$Uh3d6y{Y`Rhi&xPSLD3d<=1!$8?K4T*~HEP0f8wvYM)#*l9`Cj_C_Z z$-(ctB)T(;W9p%vd$@kiL;aJB9{%1XupbM<8>#{;d9aeJ<{LznUnkimwUDoNX}sEx z^x%zM!b@1qsiP`tVZ2Y7g>n}Q((#vIi>GDuc`UsmQQqCDc9g`2vLkMJgCGn&KOFd@ z#Cs&X^)m%He1**;I443x9u}wPM;ruy=-o*2g7o;TBB!fOg|oqIPPMNJ=Im+s|AOhj z?&J^DDZ#_C11+fo>_hQAbTX>wPwc?l86TSb- zEp&rEZE|#Nax|hbr>ty*amNpn+aOHrX9x8ZBa#Ty*f1_U!+C6rAmp*tAFzyOYF8XXasfuZgjNLDbTy0m+Ln;MxTo#T<2dLDZ9#uuNIa|B2%@gG{eE9W z96PBtj)H#kvP2GOm5O|{N=5Qo=KV+vbcqMgf+Uu$##it=zwYjhYv}$?UT!UO4~^`x zQroF7_eH9$B#iq)yRe9WqU@*I+1nNa^q?y|=yrt^QAZ?b(UGDjAea(3+I!}Q5)-Fg zE{cJcGb*OGtZoqT^E-hPbDBp&Pc{HZg;A5fZ#cASG-#DJsL5>8X3(b&jMPACu$g?x zG-(;_Sc4tSpG)-VGNiGCnZpOJwHfjK0v%2>xIHopj(bjOKt6jwT1Y%4RZ<2Jj{~&f z4*Mz4TuwY5QkimqcwA+l(3GXdiK*Ndw4k4xKtG#U5ode=v4M}}b3Q6SJumn13<%K% z>R{Ue#^1CgmYl@PS6)SU4M1DnFpg!jnpc2k!*ysk<(n|ns&9#|e;B6s;v`7n=D2%7 zvnk(3N7oSEL3kGdlP9ku;Qcf^S9+mv_+314`3)E(=z~B`@OAPR@&n%`$X=c+z(sm= zWs;Q(UbdTt#H`3Ugc?ATN&KTQmTkQ6BEKivZC!4+doe!@QLeVz2Zw$*9+4Hae-B|9 yVHSEWAumYe0jz=quV095zWiyfYZ}^$4txDkzNNY9W%ISOF<$#NvO<1n9phhn;3A~} From b94e4881b8627291297bf8008e6143fefc35e77c Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 10:20:18 +0100 Subject: [PATCH 09/32] pytennis --- pytennis/__pycache__/DQNetwork.cpython-37.pyc | Bin 2306 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 pytennis/__pycache__/DQNetwork.cpython-37.pyc diff --git a/pytennis/__pycache__/DQNetwork.cpython-37.pyc b/pytennis/__pycache__/DQNetwork.cpython-37.pyc deleted file mode 100644 index 8a6d4d69ac12b5e254e0d3f82b5505a5cb13e564..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 2306 zcmZuzOK%)S5bmDW&aU516zl|0xFlLBvcm--Wa1Dk1qopV87XK)G@5L;H)GGs-Lr|; z+Le$Tjy`aNla0h7m)!Xq9Qy>~!d`etoFXLns@HZLE4}LK>YDEAsjsTP**jBHErz!B z%a8G=O~!ts$w_me+(y^y5P}Jwv7ARdcOr+=+{xVBi#)5lnV$zyV0ABRn;<4Xgp=2vF}6^!rx%+a0H*M?U>ev-08`pPLs?8S<;tEx4H2?5=oBHUz3HFqzGEJ z-l1J5&4F?oUEhF^EaHMij^M(1$|6^|!o%nZUj!I^(GVfVKs0fB%eZTwuXi~1Q6onl z`p4*c03rB*#Rw3R3m4K69;7RLNKXWiejRk#fNjC?0j-1kAs0<(p=d!i#RO!_S|-FK z^hq%VIVGkcr^O89jF^Q)Kb$*)uXtWCyxiP+_uprK|NPm*d#l||+x}SXe*Yb{pH{ng zJG8%6)32Yt&C-7m0?-NaWH*yV%9EJ7uq^?dwG? 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From eb1ec576c44849ddd8c7ff7e02776a93cc295065 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 10:27:14 +0100 Subject: [PATCH 11/32] pytennis --- .../Notebook/pytennis notebook (DQN).ipynb | 787 ------------------ 1 file changed, 787 deletions(-) delete mode 100644 pytennis/Notebook/pytennis notebook (DQN).ipynb diff --git a/pytennis/Notebook/pytennis notebook (DQN).ipynb b/pytennis/Notebook/pytennis notebook (DQN).ipynb deleted file mode 100644 index 42aa72e..0000000 --- a/pytennis/Notebook/pytennis notebook (DQN).ipynb +++ /dev/null @@ -1,787 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "import time\n", - "import numpy as np\n", - "import pygame\n", - "import sys\n", - "import seaborn as sns\n", - "\n", - "from pygame.locals import *\n", - "pygame.init()\n", - "\n", - "\n", - "class Network:\n", - " def __init__(self, xmin, xmax, ymin, ymax):\n", - " \"\"\"\n", - " xmin: 150,\n", - " xmax: 450, \n", - " ymin: 100, \n", - " ymax: 600\n", - " \"\"\"\n", - " \n", - " self.StaticDiscipline = {\n", - " 'xmin': xmin, \n", - " 'xmax': xmax, \n", - " 'ymin': ymin, \n", - " 'ymax': ymax\n", - " }\n", - "\n", - " def network(self, xsource, ysource = 100, Ynew = 600, divisor = 50): #ysource will always be 100\n", - " \"\"\"\n", - " For Network A\n", - " ysource: will always be 100\n", - " xsource: will always be between xmin and xmax (static discipline)\n", - " \n", - " For Network B\n", - " ysource: will always be 600\n", - " xsource: will always be between xmin and xmax (static discipline)\n", - " \"\"\"\n", - " \n", - " while True:\n", - " ListOfXsourceYSource = []\n", - " Xnew = np.random.choice([i for i in range(self.StaticDiscipline['xmin'], self.StaticDiscipline['xmax'])], 1)\n", - " #Ynew = np.random.choice([i for i in range(self.StaticDiscipline['ymin'], self.StaticDiscipline['ymax'])], 1)\n", - "\n", - " source = (xsource, ysource)\n", - " target = (Xnew[0], Ynew)\n", - "\n", - " #Slope and intercept\n", - " slope = (ysource - Ynew)/(xsource - Xnew[0])\n", - " intercept = ysource - (slope*xsource)\n", - " if (slope != np.inf) and (intercept != np.inf):\n", - " break\n", - " else:\n", - " continue\n", - " \n", - " #print(source, target)\n", - " # randomly select 50 new values along the slope between xsource and xnew (monotonically decreasing/increasing)\n", - " XNewList = [xsource]\n", - "\n", - " if xsource < Xnew:\n", - " differences = Xnew[0] - xsource\n", - " increment = differences /divisor\n", - " newXval = xsource\n", - " for i in range(divisor):\n", - "\n", - " newXval += increment\n", - " XNewList.append(int(newXval))\n", - " else:\n", - " differences = xsource - Xnew[0]\n", - " decrement = differences /divisor\n", - " newXval = xsource\n", - " for i in range(divisor):\n", - "\n", - " newXval -= decrement\n", - " XNewList.append(int(newXval))\n", - " \n", - "\n", - " #determine the values of y, from the new values of x, using y= mx + c\n", - " yNewList = []\n", - " for i in XNewList:\n", - " findy = (slope * i) + intercept#y = mx + c\n", - " yNewList.append(int(findy))\n", - "\n", - " ListOfXsourceYSource = [(x, y) for x, y in zip(XNewList, yNewList)]\n", - "\n", - " return XNewList, yNewList\n", - " \n", - " \n", - " \n", - " def DefaultToPosition(self, x1, x2 = 300, divisor = 50):\n", - " DefaultPositionA = 300\n", - " DefaultPositionB = 300\n", - " XNewList = []\n", - " if x1 < x2:\n", - " differences = x2 - x1\n", - " increment = differences /divisor\n", - " newXval = x1\n", - " for i in range(divisor):\n", - " newXval += increment\n", - " XNewList.append(int(np.floor(newXval)))\n", - "\n", - " else:\n", - " differences = x1 - x2\n", - " decrement = differences /divisor\n", - " newXval = x1\n", - " for i in range(divisor):\n", - " newXval -= decrement\n", - " XNewList.append(int(np.floor(newXval)))\n", - " return XNewList\n", - " \n", - " \n", - "\n", - " \n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Define DQN Network" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "from keras import Sequential, layers\n", - "from keras.optimizers import Adam\n", - "from keras.layers import Dense\n", - "from collections import deque\n", - "import numpy as np\n", - "\n", - "\n", - "\n", - "class DQN:\n", - " def __init__(self):\n", - " self.learning_rate = 0.001\n", - " self.momentum = 0.95\n", - " self.eps_min = 0.1\n", - " self.eps_max = 1.0\n", - " self.eps_decay_steps = 2000000\n", - " self.replay_memory_size = 500\n", - " self.replay_memory = deque([], maxlen=self.replay_memory_size)\n", - " n_steps = 4000000 # total number of training steps\n", - " self.training_start = 10000 # start training after 10,000 game iterations\n", - " self.training_interval = 4 # run a training step every 4 game iterations\n", - " self.save_steps = 1000 # save the model every 1,000 training steps\n", - " self.copy_steps = 10000 # copy online DQN to target DQN every 10,000 training steps\n", - " self.discount_rate = 0.99\n", - " self.skip_start = 90 # Skip the start of every game (it's just waiting time).\n", - " self.batch_size = 100\n", - " self.iteration = 0 # game iterations\n", - " self.done = True # env needs to be reset\n", - "\n", - "\n", - " \n", - " \n", - " self.model = self.DQNmodel()\n", - " \n", - " return\n", - " \n", - "\n", - "\n", - " def DQNmodel(self):\n", - " model = Sequential()\n", - " model.add(Dense(64, input_shape=(1,), activation='relu'))\n", - " model.add(Dense(64, activation='relu'))\n", - " model.add(Dense(10, activation='softmax'))\n", - " model.compile(loss='categorical_crossentropy', optimizer=Adam(lr=self.learning_rate))\n", - " return model\n", - "\n", - " \n", - " def sample_memories(self, batch_size):\n", - " indices = np.random.permutation(len(self.replay_memory))[:batch_size]\n", - " cols = [[], [], [], [], []] # state, action, reward, next_state, continue\n", - " for idx in indices:\n", - " memory = self.replay_memory[idx]\n", - " for col, value in zip(cols, memory):\n", - " col.append(value)\n", - " cols = [np.array(col) for col in cols]\n", - " return (cols[0], cols[1], cols[2].reshape(-1, 1), cols[3],cols[4].reshape(-1, 1))\n", - "\n", - "\n", - " def epsilon_greedy(self, q_values, step):\n", - " self.epsilon = max(self.eps_min, self.eps_max - (self.eps_max-self.eps_min) * step/self.eps_decay_steps)\n", - " if np.random.rand() < self.epsilon:\n", - " return np.random.randint(10) # random action\n", - " else:\n", - " return np.argmax(q_values) # optimal action\n", - " \n", - " \n", - "\n", - "\n", - " \n", - " \n", - " \n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "WARNING:tensorflow:From /home/qwerty/.local/lib/python3.7/site-packages/keras/backend/tensorflow_backend.py:74: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.\n", - "\n", - "WARNING:tensorflow:From /home/qwerty/.local/lib/python3.7/site-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.\n", - "\n", - "WARNING:tensorflow:From /home/qwerty/.local/lib/python3.7/site-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.\n", - "\n", - "WARNING:tensorflow:From /home/qwerty/.local/lib/python3.7/site-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead.\n", - "\n", - "WARNING:tensorflow:From /home/qwerty/.local/lib/python3.7/site-packages/keras/backend/tensorflow_backend.py:3295: The name tf.log is deprecated. Please use tf.math.log instead.\n", - "\n" - ] - } - ], - "source": [ - "AgentA = DQN()\n", - "AgentB = DQN()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "from keras.utils import to_categorical\n", - "import tensorflow as tf\n", - "import pygame\n", - "\n", - "\n", - "class pytennis:\n", - " def __init__(self, fps=50):\n", - " self.GeneralReward = False\n", - " self.net = Network(150, 450, 100, 600)\n", - " self.updateRewardA = 0\n", - " self.updateRewardB = 0\n", - " self.updateIter = 0\n", - " self.lossA = 0\n", - " self.lossB = 0\n", - " self.restart = False\n", - "\n", - " # Testing\n", - " self.net = Network(150, 450, 100, 600)\n", - " self.NetworkA = self.net.network(\n", - " 300, ysource=100, Ynew=600) # Network A\n", - " self.NetworkB = self.net.network(\n", - " 200, ysource=600, Ynew=100) # Network B\n", - " # NetworkA\n", - "\n", - " # display test plot of network A\n", - " #sns.jointplot(NetworkA[0], NetworkA[1])\n", - "\n", - " # display test plot of network B\n", - " #sns.jointplot(NetworkB[0], NetworkB[1])\n", - "\n", - " #self.out = self.net.DefaultToPosition(250)\n", - "\n", - "\n", - " pygame.init()\n", - " self.BLACK = (0, 0, 0)\n", - "\n", - " self.myFontA = pygame.font.SysFont(\"Times New Roman\", 25)\n", - " self.myFontB = pygame.font.SysFont(\"Times New Roman\", 25)\n", - " self.myFontIter = pygame.font.SysFont('Times New Roman', 25)\n", - "\n", - " self.FPS = fps\n", - " self.fpsClock = pygame.time.Clock()\n", - "\n", - " def setWindow(self):\n", - "\n", - " # set up the window\n", - " self.DISPLAYSURF = pygame.display.set_mode((600, 700), 0, 32)\n", - " pygame.display.set_caption(\n", - " 'REINFORCEMENT LEARNING (Discrete Mathematics) - TABLE TENNIS')\n", - " # set up the colors\n", - " self.BLACK = (0, 0, 0)\n", - " self.WHITE = (255, 255, 255)\n", - " self.RED = (255, 0, 0)\n", - " self.GREEN = (0, 255, 0)\n", - " self.BLUE = (0, 0, 255)\n", - "\n", - " return\n", - "\n", - " def display(self):\n", - " self.setWindow()\n", - " self.DISPLAYSURF.fill(self.WHITE)\n", - " pygame.draw.rect(self.DISPLAYSURF, self.GREEN, (150, 100, 300, 500))\n", - " pygame.draw.rect(self.DISPLAYSURF, self.RED, (150, 340, 300, 20))\n", - " pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 20, 600, 20))\n", - " pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 660, 600, 20))\n", - " return\n", - "\n", - " def reset(self):\n", - " return\n", - "\n", - " def evaluate_state_from_last_coordinate(self, c):\n", - " \"\"\"\n", - " cmax: 450\n", - " cmin: 150\n", - "\n", - " c definately will be between 150 and 450.\n", - " state0 - (150 - 179)\n", - " state1 - (180 - 209)\n", - " state2 - (210 - 239)\n", - " state3 - (240 - 269)\n", - " state4 - (270 - 299)\n", - " state5 - (300 - 329)\n", - " state6 - (330 - 359)\n", - " state7 - (360 - 389)\n", - " state8 - (390 - 419)\n", - " state9 - (420 - 450)\n", - " \"\"\"\n", - " if c >= 150 and c <= 179:\n", - " return 0\n", - " elif c >= 180 and c <= 209:\n", - " return 1\n", - " elif c >= 210 and c <= 239:\n", - " return 2\n", - " elif c >= 240 and c <= 269:\n", - " return 3\n", - " elif c >= 270 and c <= 299:\n", - " return 4\n", - " elif c >= 300 and c <= 329:\n", - " return 5\n", - " elif c >= 330 and c <= 359:\n", - " return 6\n", - " elif c >= 360 and c <= 389:\n", - " return 7\n", - " elif c >= 390 and c <= 419:\n", - " return 8\n", - " elif c >= 420 and c <= 450:\n", - " return 9\n", - "\n", - " def evaluate_action(self, diff):\n", - "\n", - " if (int(diff) <= 30):\n", - " return True\n", - " else:\n", - " return False\n", - "\n", - " def randomVal(self, action):\n", - " \"\"\"\n", - " cmax: 450\n", - " cmin: 150\n", - "\n", - " c definately will be between 150 and 450.\n", - " state0 - (150 - 179)\n", - " state1 - (180 - 209)\n", - " state2 - (210 - 239)\n", - " state3 - (240 - 269)\n", - " state4 - (270 - 299)\n", - " state5 - (300 - 329)\n", - " state6 - (330 - 359)\n", - " state7 - (360 - 389)\n", - " state8 - (390 - 419)\n", - " state9 - (420 - 450)\n", - " \"\"\"\n", - " if action == 0:\n", - " val = np.random.choice([i for i in range(150, 180)])\n", - " elif action == 1:\n", - " val = np.random.choice([i for i in range(180, 210)])\n", - " elif action == 2:\n", - " val = np.random.choice([i for i in range(210, 240)])\n", - " elif action == 3:\n", - " val = np.random.choice([i for i in range(240, 270)])\n", - " elif action == 4:\n", - " val = np.random.choice([i for i in range(270, 300)])\n", - " elif action == 5:\n", - " val = np.random.choice([i for i in range(300, 330)])\n", - " elif action == 6:\n", - " val = np.random.choice([i for i in range(330, 360)])\n", - " elif action == 7:\n", - " val = np.random.choice([i for i in range(360, 390)])\n", - " elif action == 8:\n", - " val = np.random.choice([i for i in range(390, 420)])\n", - " else:\n", - " val = np.random.choice([i for i in range(420, 450)])\n", - " return val\n", - "\n", - " def stepA(self, action, count=0):\n", - " # playerA should play\n", - " if count == 0:\n", - " self.NetworkA = self.net.network(\n", - " self.ballx, ysource=100, Ynew=600) # Network A\n", - " self.bally = self.NetworkA[1][count]\n", - " self.ballx = self.NetworkA[0][count]\n", - "\n", - " \n", - " if self.GeneralReward == True:\n", - " self.playerax = self.randomVal(action)\n", - " else:\n", - " self.playerax = self.ballx\n", - "\n", - "\n", - "# soundObj = pygame.mixer.Sound('sound/sound.wav')\n", - "# soundObj.play()\n", - "# time.sleep(0.4)\n", - "# soundObj.stop()\n", - "\n", - " else:\n", - " self.ballx = self.NetworkA[0][count]\n", - " self.bally = self.NetworkA[1][count]\n", - "\n", - " obsOne = self.evaluate_state_from_last_coordinate(\n", - " int(self.ballx)) # last state of the ball\n", - " obsTwo = self.evaluate_state_from_last_coordinate(\n", - " int(self.playerbx)) # evaluate player bx\n", - " diff = np.abs(self.ballx - self.playerbx)\n", - " obs = obsTwo\n", - " reward = self.evaluate_action(diff)\n", - " done = True\n", - " info = str(diff)\n", - "\n", - " return obs, reward, done, info\n", - " \n", - " def stepB(self, action, count=0):\n", - " # playerB should play\n", - " if count == 0:\n", - " self.NetworkB = self.net.network(\n", - " self.ballx, ysource=600, Ynew=100) # Network B\n", - " self.bally = self.NetworkB[1][count]\n", - " self.ballx = self.NetworkB[0][count]\n", - "\n", - " \n", - " if self.GeneralReward == True:\n", - " self.playerbx = self.randomVal(action)\n", - " else:\n", - " self.playerbx = self.ballx\n", - "\n", - "\n", - "# soundObj = pygame.mixer.Sound('sound/sound.wav')\n", - "# soundObj.play()\n", - "# time.sleep(0.4)\n", - "# soundObj.stop()\n", - "\n", - " else:\n", - " self.ballx = self.NetworkB[0][count]\n", - " self.bally = self.NetworkB[1][count]\n", - "\n", - " obsOne = self.evaluate_state_from_last_coordinate(\n", - " int(self.ballx)) # last state of the ball\n", - " obsTwo = self.evaluate_state_from_last_coordinate(\n", - " int(self.playerax)) # evaluate player bx\n", - " diff = np.abs(self.ballx - self.playerax)\n", - " obs = obsTwo\n", - " reward = self.evaluate_action(diff)\n", - " done = True\n", - " info = str(diff)\n", - "\n", - " return obs, reward, done, info\n", - "\n", - " \n", - " def computeLossA(self, reward):\n", - " if reward == 0:\n", - " self.lossA += 1\n", - " else:\n", - " self.lossA += 0\n", - " return\n", - "\n", - " def computeLossB(self, reward):\n", - " if reward == 0:\n", - " self.lossB += 1\n", - " else:\n", - " self.lossB += 0\n", - " return\n", - "\n", - " def render(self):\n", - " # diplay team players\n", - " self.PLAYERA = pygame.image.load('images/cap.jpg')\n", - " self.PLAYERA = pygame.transform.scale(self.PLAYERA, (50, 50))\n", - " self.PLAYERB = pygame.image.load('images/cap.jpg')\n", - " self.PLAYERB = pygame.transform.scale(self.PLAYERB, (50, 50))\n", - " self.ball = pygame.image.load('images/ball.png')\n", - " self.ball = pygame.transform.scale(self.ball, (15, 15))\n", - "\n", - " self.playerax = 150\n", - " self.playerbx = 250\n", - "\n", - " self.ballx = 250\n", - " self.bally = 300\n", - "\n", - " count = 0\n", - " nextplayer = 'A'\n", - " # player A starts by playing with state 0\n", - " obsA, rewardA, doneA, infoA = 0, False, False, ''\n", - " obsB, rewardB, doneB, infoB = 0, False, False, ''\n", - " stateA = 0\n", - " stateB = 0\n", - " next_stateA = 0\n", - " next_stateB = 0\n", - "\n", - " actionA = 0\n", - " actionB = 0\n", - "\n", - " iterations = 20000\n", - " iteration = 0\n", - " restart = False\n", - "\n", - " while iteration < iterations:\n", - " \n", - " self.display()\n", - " self.randNumLabelA = self.myFontA.render(\n", - " 'A (Win): '+str(self.updateRewardA) + ', A(loss): '+str(self.lossA), 1, self.BLACK)\n", - " self.randNumLabelB = self.myFontB.render(\n", - " 'B (Win): '+str(self.updateRewardB) + ', B(loss): ' + str(self.lossB), 1, self.BLACK)\n", - " self.randNumLabelIter = self.myFontIter.render(\n", - " 'Iterations: '+str(self.updateIter), 1, self.BLACK)\n", - " \n", - " if nextplayer == 'A':\n", - " \n", - " if count == 0:\n", - " # Online DQN evaluates what to do\n", - " q_valueA = AgentA.model.predict([stateA])\n", - " actionA = AgentA.epsilon_greedy(q_valueA, iteration)\n", - "\n", - " # Online DQN plays\n", - " obsA, rewardA, doneA, infoA = self.stepA(\n", - " action=actionA, count=count)\n", - " next_stateA = actionA\n", - "\n", - " # Let's memorize what just happened\n", - " AgentA.replay_memory.append(\n", - " (stateA, actionA, rewardA, next_stateA, 1.0 - doneA))\n", - " stateA = next_stateA\n", - "\n", - " \n", - "\n", - " elif count == 49:\n", - " \n", - "\n", - " # Online DQN evaluates what to do\n", - " q_valueA = AgentA.model.predict([stateA])\n", - " actionA = AgentA.epsilon_greedy(q_valueA, iteration)\n", - " obsA, rewardA, doneA, infoA = self.stepA(\n", - " action=actionA, count=count)\n", - " next_stateA = actionA\n", - "\n", - "\n", - " self.updateRewardA += rewardA\n", - " self.computeLossA(rewardA)\n", - "\n", - " # Let's memorize what just happened\n", - " AgentA.replay_memory.append(\n", - " (stateA, actionA, rewardA, next_stateA, 1.0 - doneA))\n", - " \n", - "\n", - " # restart the game if player A fails to get the ball, and let B start the game\n", - " if rewardA == 0:\n", - " self.restart = True\n", - " time.sleep(0.5)\n", - " nextplayer = 'B'\n", - " self.GeneralReward = False\n", - " else:\n", - " self.restart = False\n", - " self.GeneralReward = True\n", - "\n", - " # Sample memories and use the target DQN to produce the target Q-Value\n", - " X_state_val, X_action_val, rewards, X_next_state_val, continues = (\n", - " AgentA.sample_memories(AgentA.batch_size))\n", - " next_q_values = AgentA.model.predict([X_next_state_val])\n", - " max_next_q_values = np.max(\n", - " next_q_values, axis=1, keepdims=True)\n", - " y_val = rewards + continues * AgentA.discount_rate * max_next_q_values\n", - "\n", - " # Train the online DQN\n", - " AgentA.model.fit(X_state_val, tf.keras.utils.to_categorical(\n", - " X_next_state_val, num_classes=10), verbose=0)\n", - "\n", - " nextplayer = 'B'\n", - " self.updateIter += 1\n", - "\n", - " count = 0\n", - " # evaluate A\n", - " \n", - " else:\n", - " # Online DQN evaluates what to do\n", - " q_valueA = AgentA.model.predict([stateA])\n", - " actionA = AgentA.epsilon_greedy(q_valueA, iteration)\n", - "\n", - " # Online DQN plays\n", - " obsA, rewardA, doneA, infoA = self.stepA(\n", - " action=actionA, count=count)\n", - " next_stateA = actionA\n", - "\n", - " # Let's memorize what just happened\n", - " AgentA.replay_memory.append(\n", - " (stateA, actionA, rewardA, next_stateA, 1.0 - doneA))\n", - " stateA = next_stateA\n", - " \n", - " \n", - " \n", - " if nextplayer == 'A':\n", - " count += 1\n", - " else:\n", - " count = 0\n", - "\n", - " else:\n", - " if count == 0:\n", - " # Online DQN evaluates what to do\n", - " q_valueB = AgentB.model.predict([stateB])\n", - " actionB = AgentB.epsilon_greedy(q_valueB, iteration)\n", - "\n", - " # Online DQN plays\n", - " obsB, rewardB, doneB, infoB = self.stepB(\n", - " action=actionB, count=count)\n", - " next_stateB = actionB\n", - "\n", - " # Let's memorize what just happened\n", - " AgentB.replay_memory.append(\n", - " (stateB, actionB, rewardB, next_stateB, 1.0 - doneB))\n", - " stateB = next_stateB\n", - " \n", - "\n", - " elif count == 49:\n", - "\n", - " # Online DQN evaluates what to do\n", - " q_valueB = AgentB.model.predict([stateB])\n", - " actionB = AgentB.epsilon_greedy(q_valueB, iteration)\n", - "\n", - " # Online DQN plays\n", - " obs, reward, done, info = self.stepB(\n", - " action=actionB, count=count)\n", - " next_stateB = actionB\n", - "\n", - " # Let's memorize what just happened\n", - " AgentB.replay_memory.append(\n", - " (stateB, actionB, rewardB, next_stateB, 1.0 - doneB))\n", - " \n", - " stateB = next_stateB\n", - " self.updateRewardB += rewardB\n", - " self.computeLossB(rewardB)\n", - "\n", - " # restart the game if player A fails to get the ball, and let B start the game\n", - " if rewardB == 0:\n", - " self.restart = True\n", - " time.sleep(0.5)\n", - " self.GeneralReward = False\n", - " nextplayer = 'A'\n", - " else:\n", - " self.restart = False\n", - " self.GeneralReward = True\n", - "\n", - " # Sample memories and use the target DQN to produce the target Q-Value\n", - " X_state_val, X_action_val, rewards, X_next_state_val, continues = (\n", - " AgentB.sample_memories(AgentB.batch_size))\n", - " next_q_values = AgentB.model.predict([X_next_state_val])\n", - " max_next_q_values = np.max(\n", - " next_q_values, axis=1, keepdims=True)\n", - " y_val = rewards + continues * AgentB.discount_rate * max_next_q_values\n", - "\n", - " # Train the online DQN\n", - " AgentB.model.fit(X_state_val, tf.keras.utils.to_categorical(\n", - " X_next_state_val, num_classes=10), verbose=0)\n", - "\n", - " nextplayer = 'A'\n", - " self.updateIter += 1\n", - " # evaluate B\n", - " \n", - " \n", - " else:\n", - " # Online DQN evaluates what to do\n", - " q_valueB = AgentB.model.predict([stateB])\n", - " actionB = AgentB.epsilon_greedy(q_valueB, iteration)\n", - "\n", - " # Online DQN plays\n", - " obsB, rewardB, doneB, infoB = self.stepB(\n", - " action=actionB, count=count)\n", - " next_stateB = actionB\n", - "\n", - " # Let's memorize what just happened\n", - " AgentB.replay_memory.append(\n", - " (stateB, actionB, rewardB, next_stateB, 1.0 - doneB))\n", - " tateB = next_stateB\n", - " \n", - " \n", - " if nextplayer == 'B':\n", - " count += 1\n", - " else:\n", - " count = 0\n", - "\n", - " \n", - "\n", - " iteration += 1\n", - "\n", - " # CHECK BALL MOVEMENT\n", - " self.DISPLAYSURF.blit(self.PLAYERA, (self.playerax, 50))\n", - " self.DISPLAYSURF.blit(self.PLAYERB, (self.playerbx, 600))\n", - " self.DISPLAYSURF.blit(self.ball, (self.ballx, self.bally))\n", - " self.DISPLAYSURF.blit(self.randNumLabelA, (300, 630))\n", - " self.DISPLAYSURF.blit(self.randNumLabelB, (300, 40))\n", - " self.DISPLAYSURF.blit(self.randNumLabelIter, (50, 40))\n", - "\n", - " # update last coordinate\n", - " # self.lastxcoordinate = self.ballx\n", - "\n", - " pygame.display.update()\n", - " self.fpsClock.tick(self.FPS)\n", - "\n", - " for event in pygame.event.get():\n", - "\n", - " if event.type == QUIT:\n", - " AgentA.model.save('AgentA.h5')\n", - " AgentB.model.save('AgentB.h5')\n", - " pygame.quit()\n", - " sys.exit()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "Error when checking input: expected dense_1_input to have 2 dimensions, but got array with shape ()", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mtennis\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpytennis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfps\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m50\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mtennis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mtennis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrender\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m\u001b[0m in \u001b[0;36mrender\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 350\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 351\u001b[0m \u001b[0;31m# Online DQN evaluates what to do\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 352\u001b[0;31m \u001b[0mq_valueA\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mAgentA\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstateA\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 353\u001b[0m \u001b[0mactionA\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mAgentA\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mepsilon_greedy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mq_valueA\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0miteration\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 354\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/home/qwerty/.local/lib/python3.7/site-packages/keras/engine/training.py\u001b[0m in \u001b[0;36mpredict\u001b[0;34m(self, x, batch_size, verbose, steps)\u001b[0m\n\u001b[1;32m 1147\u001b[0m 'argument.')\n\u001b[1;32m 1148\u001b[0m \u001b[0;31m# Validate user data.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1149\u001b[0;31m \u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_standardize_user_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1150\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstateful\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1151\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0mbatch_size\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mbatch_size\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/home/qwerty/.local/lib/python3.7/site-packages/keras/engine/training.py\u001b[0m in \u001b[0;36m_standardize_user_data\u001b[0;34m(self, x, y, sample_weight, class_weight, check_array_lengths, batch_size)\u001b[0m\n\u001b[1;32m 749\u001b[0m \u001b[0mfeed_input_shapes\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 750\u001b[0m \u001b[0mcheck_batch_axis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;31m# Don't enforce the batch size.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 751\u001b[0;31m exception_prefix='input')\n\u001b[0m\u001b[1;32m 752\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 753\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0my\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/home/qwerty/.local/lib/python3.7/site-packages/keras/engine/training_utils.py\u001b[0m in \u001b[0;36mstandardize_input_data\u001b[0;34m(data, names, shapes, check_batch_axis, exception_prefix)\u001b[0m\n\u001b[1;32m 126\u001b[0m \u001b[0;34m': expected '\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mnames\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m' to have '\u001b[0m \u001b[0;34m+\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 127\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m' dimensions, but got array '\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 128\u001b[0;31m 'with shape ' + str(data_shape))\n\u001b[0m\u001b[1;32m 129\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mcheck_batch_axis\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 130\u001b[0m \u001b[0mdata_shape\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdata_shape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mValueError\u001b[0m: Error when checking input: expected dense_1_input to have 2 dimensions, but got array with shape ()" - ] - } - ], - "source": [ - "tennis = pytennis(fps = 50)\n", - "tennis.reset()\n", - "tennis.render()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} From e14c2ff32f4d76a9e9f4df9c00f87fd458979de2 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 10:29:57 +0100 Subject: [PATCH 12/32] tennis --- pytennis/Scripts/{PyTennis.py => tennis.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename pytennis/Scripts/{PyTennis.py => tennis.py} (100%) diff --git a/pytennis/Scripts/PyTennis.py b/pytennis/Scripts/tennis.py similarity index 100% rename from pytennis/Scripts/PyTennis.py rename to pytennis/Scripts/tennis.py From 1704b7a55be969d6bcf75c98d502da9f30bda808 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 10:56:34 +0100 Subject: [PATCH 13/32] pytennis --- pytennis/Images/pytennis env.png | Bin 11036 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 pytennis/Images/pytennis env.png diff --git a/pytennis/Images/pytennis env.png b/pytennis/Images/pytennis env.png deleted file mode 100644 index d20520c24306c73eb55a6c0ca1521d07dd491a9e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 11036 zcmeHtc{r5s`?e@lV@olX2t_gWkZfhG4?>LW+hAnKGWM|~JA;qPmaQntzJwTS7|Sq| zWQ!SO8T-!Iy^qiPd*Ao(?{R$JzKJ6;~4jIKi73$=Xu`u^~C5u(PFs7d5MaO zisA7i^`}%+=b*s5m!1~*i-Uv0C*aq4r0QcMdf+FJ-aZ=m%;BYB;$`UO=;dqc=|Ba4 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zrDBbCzPNqzuyw9^*mv{o!`IP5jlf z2RY!=+%a{bihGJq|Jlf|M|-o{OZp^?9@F!I;xak}f!kMX07m-@d`GeV(I)A~Y340& zxX5#h+7f8*Xl^6cGkOAsb^rvtD=4!BRi%BI>TfUZM|0ZCS}54!V5 zO8zD4iI~&bLb!r|TQ3!c6LpH3a+pR&nc4;X$*eAZc5~+*fDkF~;wh|`Fez@X!~9Yy z6e|cD-My;=x@S6LO<6rUmFzLju~cx06rPiDEa{EKxb~icAE$MZ|v#_D!si$wJ8t#0oWT$n++N-r1UN=8c-&mS`za@Tk;nG?i%t=b8= z9uUx@ETp=dMEk{<2DQBO$rhKc09uvBPYkB;pO{VW(0=QxX6w{o<4qysebNzR?e){{iKB{&D@BDG-_0y0 RYS71n<3~*BK(oE^zW^=vCAR Date: Thu, 26 Nov 2020 11:01:38 +0100 Subject: [PATCH 17/32] pytennis --- pytennis/LICENSE | 21 --------------------- 1 file changed, 21 deletions(-) delete mode 100644 pytennis/LICENSE diff --git a/pytennis/LICENSE b/pytennis/LICENSE deleted file mode 100644 index ef3a406..0000000 --- a/pytennis/LICENSE +++ /dev/null @@ -1,21 +0,0 @@ -MIT License - -Copyright (c) 2020 Odemakinde Elisha Jesutofunmi - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. From bedc42cbadc97fd480938e28be9fd5554c17e0f6 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 11:02:05 +0100 Subject: [PATCH 18/32] pytennis --- pytennis/README.md | 34 ---------------------------------- 1 file changed, 34 deletions(-) delete mode 100644 pytennis/README.md diff --git a/pytennis/README.md b/pytennis/README.md deleted file mode 100644 index dfd55f3..0000000 --- a/pytennis/README.md +++ /dev/null @@ -1,34 +0,0 @@ -# pytennis-Deep-Q-Network-DQN- -An implementation of a reinforcement learning environment for tennis games using Deep Q Network (DQN) - - -![gif](Video/pytennis.gif) - - -### Pytennis Environment Description - -``` - -1. There exist 2 agents (2 players) with a ball. - -2. There exist a tennis lawn of dimension (x, y) - (500, 550) - -3. The ball was designed to move on a straight line, such that agent A decides a target point between x1 (0) and x2 (300) of side B (Agent B side), -therefore it displays the ball 50 different times with respect to an FPS of 20. This therefore, makes the ball move in a straight line from source -to destination. This applies respectively to agent B. - -4. Movement of AgentA and AgentB are both bound between (x1= 50, to x2 = 550). - -5. Movement of the ball is bounded along the y-axis (y1 = 150 to y2 = 700). - -6. Movement of the ball is bounded along the x-axis (x1 = 50, to x2 = 550). - -``` - - -#### Watch On Youtube - -[![Watch on youtube](https://img.youtube.com/vi/cMp_zF8zzsA/hqdefault.jpg)](https://youtu.be/cMp_zF8zzsA) - - - From 265b6a6f747107360428de7a8d51a966e1db6f8a Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 11:02:21 +0100 Subject: [PATCH 19/32] pytennis --- pytennis/requirements.txt | 2 -- 1 file changed, 2 deletions(-) delete mode 100644 pytennis/requirements.txt diff --git a/pytennis/requirements.txt b/pytennis/requirements.txt deleted file mode 100644 index dac4db9..0000000 --- a/pytennis/requirements.txt +++ /dev/null @@ -1,2 +0,0 @@ -pygame==1.9.6 -numpy==1.16.2 From 646d1ca90e1d4c85d5a257aed5fd20d5120c4580 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 11:10:34 +0100 Subject: [PATCH 20/32] pytennis --- pytennis/models/AgentA.h5 | Bin 87512 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) 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a/pytennis/Scripts/BallRegression.py +++ /dev/null @@ -1,98 +0,0 @@ -import numpy as np - - -class Network: - def __init__(self, xmin, xmax, ymin, ymax): - """ - xmin: 150, - xmax: 450, - ymin: 100, - ymax: 600 - """ - - self.StaticDiscipline = { - 'xmin': xmin, - 'xmax': xmax, - 'ymin': ymin, - 'ymax': ymax - } - - def network(self, xsource, ysource=100, Ynew=600, divisor=50): # ysource will always be 100 - """ - For Network A - ysource: will always be 100 - xsource: will always be between xmin and xmax (static discipline) - - For Network B - ysource: will always be 600 - xsource: will always be between xmin and xmax (static discipline) - """ - - while True: - ListOfXsourceYSource = [] - Xnew = np.random.choice([i for i in range( - self.StaticDiscipline['xmin'], self.StaticDiscipline['xmax'])], 1) - #Ynew = np.random.choice([i for i in range(self.StaticDiscipline['ymin'], self.StaticDiscipline['ymax'])], 1) - - source = (xsource, ysource) - target = (Xnew[0], Ynew) - - #Slope and intercept - slope = (ysource - Ynew)/(xsource - Xnew[0]) - intercept = ysource - (slope*xsource) - if (slope != np.inf) and (intercept != np.inf): - break - else: - continue - - #print(source, target) - # randomly select 50 new values along the slope between xsource and xnew (monotonically decreasing/increasing) - XNewList = [xsource] - - if xsource < Xnew: - differences = Xnew[0] - xsource - increment = differences / divisor - newXval = xsource - for i in range(divisor): - - newXval += increment - XNewList.append(int(newXval)) - else: - differences = xsource - Xnew[0] - decrement = differences / divisor - newXval = xsource - for i in range(divisor): - - newXval -= decrement - XNewList.append(int(newXval)) - - # determine the values of y, from the new values of x, using y= mx + c - yNewList = [] - for i in XNewList: - findy = (slope * i) + intercept # y = mx + c - yNewList.append(int(findy)) - - ListOfXsourceYSource = [(x, y) for x, y in zip(XNewList, yNewList)] - - return XNewList, yNewList - - def DefaultToPosition(self, x1, x2=300, divisor=50): - DefaultPositionA = 300 - DefaultPositionB = 300 - XNewList = [] - if x1 < x2: - differences = x2 - x1 - increment = differences / divisor - newXval = x1 - for i in range(divisor): - newXval += increment - XNewList.append(int(np.floor(newXval))) - - else: - differences = x1 - x2 - decrement = differences / divisor - newXval = x1 - for i in range(divisor): - newXval -= decrement - XNewList.append(int(np.floor(newXval))) - return XNewList From cf8e3dc2fa37fe19d917e3552dbedb17cf005d86 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 11:12:00 +0100 Subject: [PATCH 26/32] pytennis --- pytennis/Scripts/DQNetwork.py | 59 ----------------------------------- 1 file changed, 59 deletions(-) delete mode 100644 pytennis/Scripts/DQNetwork.py diff --git a/pytennis/Scripts/DQNetwork.py b/pytennis/Scripts/DQNetwork.py deleted file mode 100644 index 97b41b7..0000000 --- a/pytennis/Scripts/DQNetwork.py +++ /dev/null @@ -1,59 +0,0 @@ -from keras import Sequential, layers -from keras.optimizers import Adam -from keras.layers import Dense -from collections import deque -import numpy as np - - -class DQN: - def __init__(self): - self.learning_rate = 0.001 - self.momentum = 0.95 - self.eps_min = 0.1 - self.eps_max = 1.0 - self.eps_decay_steps = 2000000 - self.replay_memory_size = 500 - self.replay_memory = deque([], maxlen=self.replay_memory_size) - n_steps = 4000000 # total number of training steps - self.training_start = 10000 # start training after 10,000 game iterations - self.training_interval = 4 # run a training step every 4 game iterations - self.save_steps = 1000 # save the model every 1,000 training steps - self.copy_steps = 10000 # copy online DQN to target DQN every 10,000 training steps - self.discount_rate = 0.99 - # Skip the start of every game (it's just waiting time). - self.skip_start = 90 - self.batch_size = 100 - self.iteration = 0 # game iterations - self.done = True # env needs to be reset - - self.model = self.DQNmodel() - - return - - def DQNmodel(self): - model = Sequential() - model.add(Dense(64, input_shape=(1,), activation='relu')) - model.add(Dense(64, activation='relu')) - model.add(Dense(10, activation='softmax')) - model.compile(loss='categorical_crossentropy', - optimizer=Adam(lr=self.learning_rate)) - return model - - def sample_memories(self, batch_size): - indices = np.random.permutation(len(self.replay_memory))[:batch_size] - # state, action, reward, next_state, continue - cols = [[], [], [], [], []] - for idx in indices: - memory = self.replay_memory[idx] - for col, value in zip(cols, memory): - col.append(value) - cols = [np.array(col) for col in cols] - return (cols[0], cols[1], cols[2].reshape(-1, 1), cols[3], cols[4].reshape(-1, 1)) - - def epsilon_greedy(self, q_values, step): - self.epsilon = max(self.eps_min, self.eps_max - - (self.eps_max-self.eps_min) * step/self.eps_decay_steps) - if np.random.rand() < self.epsilon: - return np.random.randint(10) # random action - else: - return np.argmax(q_values) # optimal action From 68e216a3eef2cbc277972ae8c9b0d4e17b521b76 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 11:12:07 +0100 Subject: [PATCH 27/32] pytennis --- pytennis/Scripts/tennis.py | 473 ------------------------------------- 1 file changed, 473 deletions(-) delete mode 100644 pytennis/Scripts/tennis.py diff --git a/pytennis/Scripts/tennis.py b/pytennis/Scripts/tennis.py deleted file mode 100644 index b9f366f..0000000 --- a/pytennis/Scripts/tennis.py +++ /dev/null @@ -1,473 +0,0 @@ -import time -import os -import sys -from Scripts.DQNetwork import DQN -from Scripts.BallRegression import Network -import numpy as np -from keras.utils import to_categorical -import tensorflow as tf -import pygame -from pygame.locals import * -pygame.init() - - -class pytennis: - def __init__(self, fps=50): - self.GeneralReward = False - self.net = Network(150, 450, 150, 650) - self.updateRewardA = 0 - self.updateRewardB = 0 - self.updateIter = 0 - self.lossA = 0 - self.lossB = 0 - self.restart = False - - self.AgentA = DQN() - self.AgentB = DQN() - - # Testing - self.net = Network(150, 450, 150, 650) - self.NetworkA = self.net.network( - 300, ysource=130, Ynew=700) # Network A - self.NetworkB = self.net.network( - 200, ysource=700, Ynew=130) # Network B - - pygame.init() - self.BLACK = (0, 0, 0) - - self.myFontA = pygame.font.SysFont("Times New Roman", 25) - self.myFontB = pygame.font.SysFont("Times New Roman", 25) - self.myFontIter = pygame.font.SysFont('Times New Roman', 25) - - self.FPS = fps - self.fpsClock = pygame.time.Clock() - - def setWindow(self): - - # set up the window - self.DISPLAYSURF = pygame.display.set_mode((600, 800), 0, 32) - pygame.display.set_caption( - 'REINFORCEMENT LEARNING (DQN) - TABLE TENNIS') - # set up the colors - self.BLACK = (0, 0, 0) - self.WHITE = (255, 255, 255) - self.RED = (255, 0, 0) - self.GREEN = (0, 255, 0) - self.BLUE = (0, 0, 255) - - return - - def display(self): - self.setWindow() - self.DISPLAYSURF.fill(self.WHITE) - pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (50, 150, 500, 550)) - pygame.draw.rect(self.DISPLAYSURF, self.RED, (50, 415, 500, 20)) - pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 20, 600, 20)) - pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 770, 600, 20)) - return - - def reset(self): - return - - def evaluate_state_from_last_coordinate(self, c): - """ - cmax: 450 - cmin: 150 - - c definately will be between 150 and 450. - state0 - (50 - 99) - state1 - (100 - 149) - state2 - (150 - 199) - state3 - (200 - 249) - state4 - (250 - 299) - state5 - (300 - 349) - state6 - (350 - 399) - state7 - (400 - 449) - state8 - (450- 499) - state9 - (500 - 550) - """ - if c >= 50 and c <= 99: - return 0 - elif c >= 100 and c <= 149: - return 1 - elif c >= 150 and c <= 199: - return 2 - elif c >= 200 and c <= 249: - return 3 - elif c >= 250 and c <= 299: - return 4 - elif c >= 300 and c <= 349: - return 5 - elif c >= 350 and c <= 399: - return 6 - elif c >= 400 and c <= 449: - return 7 - elif c >= 450 and c <= 499: - return 8 - elif c >= 500 and c <= 550: - return 9 - - def evaluate_action(self, diff): - - if (int(diff) <= 50): - return True - else: - return False - - def randomVal(self, action): - """ - cmax: 550 - cmin: 50 - - c definately will be between 150 and 450. - state0 - (50 - 99) - state1 - (100 - 149) - state2 - (150 - 199) - state3 - (200 - 249) - state4 - (250 - 299) - state5 - (300 - 349) - state6 - (350 - 399) - state7 - (400 - 449) - state8 - (450- 499) - state9 - (500 - 550) - """ - if action == 0: - val = np.random.choice([i for i in range(50, 100)]) - elif action == 1: - val = np.random.choice([i for i in range(100, 150)]) - elif action == 2: - val = np.random.choice([i for i in range(150, 200)]) - elif action == 3: - val = np.random.choice([i for i in range(200, 250)]) - elif action == 4: - val = np.random.choice([i for i in range(250, 300)]) - elif action == 5: - val = np.random.choice([i for i in range(300, 350)]) - elif action == 6: - val = np.random.choice([i for i in range(350, 400)]) - elif action == 7: - val = np.random.choice([i for i in range(400, 450)]) - elif action == 8: - val = np.random.choice([i for i in range(450, 500)]) - else: - val = np.random.choice([i for i in range(500, 550)]) - return val - - def stepA(self, action, count=0): - # playerA should play - if count == 0: - self.NetworkA = self.net.network( - self.ballx, ysource=130, Ynew=700) # Network A - self.bally = self.NetworkA[1][count] - self.ballx = self.NetworkA[0][count] - - if self.GeneralReward == True: - self.playerax = self.randomVal(action) - else: - self.playerax = self.ballx - - -# soundObj = pygame.mixer.Sound('sound/sound.wav') -# soundObj.play() -# time.sleep(0.4) -# soundObj.stop() - - else: - self.ballx = self.NetworkA[0][count] - self.bally = self.NetworkA[1][count] - - obsOne = self.evaluate_state_from_last_coordinate( - int(self.ballx)) # last state of the ball - obsTwo = self.evaluate_state_from_last_coordinate( - int(self.playerbx)) # evaluate player bx - diff = np.abs(self.ballx - self.playerbx) - obs = obsTwo - reward = self.evaluate_action(diff) - done = True - info = str(diff) - - return obs, reward, done, info - - def stepB(self, action, count=0): - # playerB should play - if count == 0: - self.NetworkB = self.net.network( - self.ballx, ysource=700, Ynew=130) # Network B - self.bally = self.NetworkB[1][count] - self.ballx = self.NetworkB[0][count] - - if self.GeneralReward == True: - self.playerbx = self.randomVal(action) - else: - self.playerbx = self.ballx - - -# soundObj = pygame.mixer.Sound('sound/sound.wav') -# soundObj.play() -# time.sleep(0.4) -# soundObj.stop() - - else: - self.ballx = self.NetworkB[0][count] - self.bally = self.NetworkB[1][count] - - obsOne = self.evaluate_state_from_last_coordinate( - int(self.ballx)) # last state of the ball - obsTwo = self.evaluate_state_from_last_coordinate( - int(self.playerax)) # evaluate player bx - diff = np.abs(self.ballx - self.playerax) - obs = obsTwo - reward = self.evaluate_action(diff) - done = True - info = str(diff) - - return obs, reward, done, info - - def computeLossA(self, reward): - if reward == 0: - self.lossA += 1 - else: - self.lossA += 0 - return - - def computeLossB(self, reward): - if reward == 0: - self.lossB += 1 - else: - self.lossB += 0 - return - - def render(self): - # diplay team players - self.PLAYERA = pygame.image.load('Images/padB.png') - self.PLAYERA = pygame.transform.scale(self.PLAYERA, (50, 50)) - self.PLAYERB = pygame.image.load('Images/padA.png') - self.PLAYERB = pygame.transform.scale(self.PLAYERB, (50, 50)) - self.ball = pygame.image.load('Images/ball.jpg') - self.ball = pygame.transform.scale(self.ball, (15, 15)) - - self.playerax = 150 - self.playerbx = 250 - - self.ballx = 250 - self.bally = 300 - - count = 0 - nextplayer = 'A' - # player A starts by playing with state 0 - obsA, rewardA, doneA, infoA = 0, False, False, '' - obsB, rewardB, doneB, infoB = 0, False, False, '' - stateA = 0 - stateB = 0 - next_stateA = 0 - next_stateB = 0 - - actionA = 0 - actionB = 0 - - iterations = 20000 - iteration = 0 - restart = False - - while iteration < iterations: - - self.display() - self.randNumLabelA = self.myFontA.render( - 'A (Win): '+str(self.updateRewardA), 1, self.BLACK) - self.randNumLabelB = self.myFontB.render( - 'B (Win): '+str(self.updateRewardB), 1, self.BLACK) - # self.randNumLabelIter = self.myFontIter.render( - # 'Iterations: '+str(self.updateIter), 1, self.BLACK) - - if nextplayer == 'A': - - if count == 0: - # Online DQN evaluates what to do - arr = np.array([stateA]) - q_valueA = self.AgentA.model.predict(arr) - actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) - - # Online DQN plays - obsA, rewardA, doneA, infoA = self.stepA( - action=actionA, count=count) - next_stateA = actionA - - # Let's memorize what just happened - self.AgentA.replay_memory.append( - (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) - stateA = next_stateA - - elif count == 49: - - # Online DQN evaluates what to do - arr = np.array([stateA]) - q_valueA = self.AgentA.model.predict(arr) - actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) - obsA, rewardA, doneA, infoA = self.stepA( - action=actionA, count=count) - next_stateA = actionA - - self.updateRewardA += rewardA - self.computeLossA(rewardA) - - # Let's memorize what just happened - self.AgentA.replay_memory.append( - (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) - - # restart the game if player A fails to get the ball, and let B start the game - if rewardA == 0: - self.restart = True - time.sleep(0.5) - nextplayer = 'B' - self.GeneralReward = False - else: - self.restart = False - self.GeneralReward = True - - # Sample memories and use the target DQN to produce the target Q-Value - X_state_val, X_action_val, rewards, X_next_state_val, continues = ( - self.AgentA.sample_memories(self.AgentA.batch_size)) - arr = [X_next_state_val] - next_q_values = self.AgentA.model.predict(arr) - max_next_q_values = np.max( - next_q_values, axis=1, keepdims=True) - y_val = rewards + continues * self.AgentA.discount_rate * max_next_q_values - - # Train the online DQN - self.AgentA.model.fit(X_state_val, tf.keras.utils.to_categorical( - X_next_state_val, num_classes=10), verbose=0) - - nextplayer = 'B' - self.updateIter += 1 - - count = 0 - # evaluate A - - else: - # Online DQN evaluates what to do - arr = np.array([stateA]) - q_valueA = self.AgentA.model.predict(arr) - actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) - - # Online DQN plays - obsA, rewardA, doneA, infoA = self.stepA( - action=actionA, count=count) - next_stateA = actionA - - # Let's memorize what just happened - self.AgentA.replay_memory.append( - (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) - stateA = next_stateA - - if nextplayer == 'A': - count += 1 - else: - count = 0 - - else: - if count == 0: - # Online DQN evaluates what to do - arr = np.array([stateB]) - q_valueB = self.AgentB.model.predict(arr) - actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) - - # Online DQN plays - obsB, rewardB, doneB, infoB = self.stepB( - action=actionB, count=count) - next_stateB = actionB - - # Let's memorize what just happened - self.AgentB.replay_memory.append( - (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) - stateB = next_stateB - - elif count == 49: - - # Online DQN evaluates what to do - arr = np.array([stateB]) - q_valueB = self.AgentB.model.predict(arr) - actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) - - # Online DQN plays - obs, reward, done, info = self.stepB( - action=actionB, count=count) - next_stateB = actionB - - # Let's memorize what just happened - self.AgentB.replay_memory.append( - (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) - - stateB = next_stateB - self.updateRewardB += rewardB - self.computeLossB(rewardB) - - # restart the game if player A fails to get the ball, and let B start the game - if rewardB == 0: - self.restart = True - time.sleep(0.5) - self.GeneralReward = False - nextplayer = 'A' - else: - self.restart = False - self.GeneralReward = True - - # Sample memories and use the target DQN to produce the target Q-Value - X_state_val, X_action_val, rewards, X_next_state_val, continues = ( - self.AgentB.sample_memories(self.AgentB.batch_size)) - arr = [X_next_state_val] - next_q_values = self.AgentB.model.predict(arr) - max_next_q_values = np.max( - next_q_values, axis=1, keepdims=True) - y_val = rewards + continues * self.AgentB.discount_rate * max_next_q_values - - # Train the online DQN - self.AgentB.model.fit(X_state_val, tf.keras.utils.to_categorical( - X_next_state_val, num_classes=10), verbose=0) - - nextplayer = 'A' - self.updateIter += 1 - # evaluate B - - else: - # Online DQN evaluates what to do - q_valueB = self.AgentB.model.predict([stateB]) - actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) - - # Online DQN plays - obsB, rewardB, doneB, infoB = self.stepB( - action=actionB, count=count) - next_stateB = actionB - - # Let's memorize what just happened - self.AgentB.replay_memory.append( - (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) - tateB = next_stateB - - if nextplayer == 'B': - count += 1 - else: - count = 0 - - iteration += 1 - - # CHECK BALL MOVEMENT - self.DISPLAYSURF.blit(self.PLAYERA, (self.playerax, 100)) - self.DISPLAYSURF.blit(self.PLAYERB, (self.playerbx, 700)) - self.DISPLAYSURF.blit(self.ball, (self.ballx, self.bally)) - self.DISPLAYSURF.blit(self.randNumLabelA, (20, 40)) - self.DISPLAYSURF.blit(self.randNumLabelB, (450, 40)) - # self.DISPLAYSURF.blit(self.randNumLabelIter, (50, 40)) - - # update last coordinate - # self.lastxcoordinate = self.ballx - - pygame.display.update() - self.fpsClock.tick(self.FPS) - - for event in pygame.event.get(): - - if event.type == QUIT: - 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+++++++++++++++++++++++++++++++++++++ 7 files changed, 646 insertions(+) create mode 100644 pytennis/BallRegression.py create mode 100644 pytennis/DQNetwork.py create mode 100644 pytennis/Images/ball.png create mode 100644 pytennis/pytennis.gif create mode 100644 pytennis/tennis.py diff --git a/pytennis/BallRegression.py b/pytennis/BallRegression.py new file mode 100644 index 0000000..5755f45 --- /dev/null +++ b/pytennis/BallRegression.py @@ -0,0 +1,98 @@ +import numpy as np + + +class Network: + def __init__(self, xmin, xmax, ymin, ymax): + """ + xmin: 150, + xmax: 450, + ymin: 100, + ymax: 600 + """ + + self.StaticDiscipline = { + 'xmin': xmin, + 'xmax': xmax, + 'ymin': ymin, + 'ymax': ymax + } + + def network(self, xsource, ysource=100, Ynew=600, divisor=50): # ysource will always be 100 + """ + For Network A + ysource: will always be 100 + xsource: will always be between xmin and xmax (static discipline) + + For Network B + ysource: will always be 600 + xsource: will always be between xmin and xmax (static discipline) + """ + + while True: + ListOfXsourceYSource = [] + Xnew = np.random.choice([i for i in range( + self.StaticDiscipline['xmin'], self.StaticDiscipline['xmax'])], 1) + #Ynew = np.random.choice([i for i in range(self.StaticDiscipline['ymin'], self.StaticDiscipline['ymax'])], 1) + + source = (xsource, ysource) + target = (Xnew[0], Ynew) + + #Slope and intercept + slope = (ysource - Ynew)/(xsource - Xnew[0]) + intercept = ysource - (slope*xsource) + if (slope != np.inf) and (intercept != np.inf): + break + else: + continue + + #print(source, target) + # randomly select 50 new values along the slope between xsource and xnew (monotonically decreasing/increasing) + XNewList = [xsource] + + if xsource < Xnew: + differences = Xnew[0] - xsource + increment = differences / divisor + newXval = xsource + for i in range(divisor): + + newXval += increment + XNewList.append(int(newXval)) + else: + differences = xsource - Xnew[0] + decrement = differences / divisor + newXval = xsource + for i in range(divisor): + + newXval -= decrement + XNewList.append(int(newXval)) + + # determine the values of y, from the new values of x, using y= mx + c + yNewList = [] + for i in XNewList: + findy = (slope * i) + intercept # y = mx + c + yNewList.append(int(findy)) + + ListOfXsourceYSource = [(x, y) for x, y in zip(XNewList, yNewList)] + + return XNewList, yNewList + + def DefaultToPosition(self, x1, x2=300, divisor=50): + DefaultPositionA = 300 + DefaultPositionB = 300 + XNewList = [] + if x1 < x2: + differences = x2 - x1 + increment = differences / divisor + newXval = x1 + for i in range(divisor): + newXval += increment + XNewList.append(int(np.floor(newXval))) + + else: + differences = x1 - x2 + decrement = differences / divisor + newXval = x1 + for i in range(divisor): + newXval -= decrement + XNewList.append(int(np.floor(newXval))) + return XNewList diff --git a/pytennis/DQNetwork.py b/pytennis/DQNetwork.py new file mode 100644 index 0000000..97b41b7 --- /dev/null +++ b/pytennis/DQNetwork.py @@ -0,0 +1,59 @@ +from keras import Sequential, layers +from keras.optimizers import Adam +from keras.layers import Dense +from collections import deque +import numpy as np + + +class DQN: + def __init__(self): + self.learning_rate = 0.001 + self.momentum = 0.95 + self.eps_min = 0.1 + self.eps_max = 1.0 + self.eps_decay_steps = 2000000 + self.replay_memory_size = 500 + self.replay_memory = deque([], maxlen=self.replay_memory_size) + n_steps = 4000000 # total number of training steps + self.training_start = 10000 # start training after 10,000 game iterations + self.training_interval = 4 # run a training step every 4 game iterations + self.save_steps = 1000 # save the model every 1,000 training steps + self.copy_steps = 10000 # copy online DQN to target DQN every 10,000 training steps + self.discount_rate = 0.99 + # Skip the start of every game (it's just waiting time). + self.skip_start = 90 + self.batch_size = 100 + self.iteration = 0 # game iterations + self.done = True # env needs to be reset + + self.model = self.DQNmodel() + + return + + def DQNmodel(self): + model = Sequential() + model.add(Dense(64, input_shape=(1,), activation='relu')) + model.add(Dense(64, activation='relu')) + model.add(Dense(10, activation='softmax')) + model.compile(loss='categorical_crossentropy', + optimizer=Adam(lr=self.learning_rate)) + return model + + def sample_memories(self, batch_size): + indices = np.random.permutation(len(self.replay_memory))[:batch_size] + # state, action, reward, next_state, continue + cols = [[], [], [], [], []] + for idx in indices: + memory = self.replay_memory[idx] + for col, value in zip(cols, memory): + col.append(value) + cols = [np.array(col) for col in cols] + return (cols[0], cols[1], cols[2].reshape(-1, 1), cols[3], cols[4].reshape(-1, 1)) + + def epsilon_greedy(self, q_values, step): + self.epsilon = max(self.eps_min, self.eps_max - + (self.eps_max-self.eps_min) * step/self.eps_decay_steps) + if np.random.rand() < self.epsilon: + return np.random.randint(10) # random action + else: + return np.argmax(q_values) # optimal action diff --git a/pytennis/Images/ball.png b/pytennis/Images/ball.png new file mode 100644 index 0000000000000000000000000000000000000000..85d3f1f3454fb6d7c5076f03dc94be79a484a4b9 GIT binary patch literal 108494 zcmXuKby$?&_x(L|GYCkhw19LEEhW;tsX;)I?vn13Mq0Wab?(VLk8-6#R=lSx_ zz;yxF+;h&^d+pa+Cq!9M1`C}89Rvbl$;p0H1%cp!Z{b0x$iT~`%hWyag6JS2r;ZAI zd7ys(2?9}plCr}b?_HCCgx#o9x2wSh?o+-D;E`ONm$B0bv9yk;#R7NV)eh3s_ecIJqSFzH3xpqeH zVMz_2cxG2EL(ut@=hzO*B*Ot6RT9bP`-}e97jHClM20~8dU&xkpDx!=+cn`E%D;83 zbuHhjR5x0ls@||LT;Dew;E2Dc z59=`V&!#>N&VF->l}YF`!bo!P0VD`#ij}$e{DXUyEe8qvpYKe7i9>-UhPj==$q|CG z|F;zL>%@X9A&`339<4gu9HznS^Xeg}M0#BN7S!HLcDWJVN95wlM;CA%FNsxka!lP6 zGyQASkI+K-P5Y=kK_a0=qPjMcFBLv{!X~Pz2d!kBgy7ws_W+Tqp?r&mf<|HbMP6?$ zeBM+3K%8UF`NR+9^h>_o&7#=_0unx}4_YIBGbXxxIwk`J?GFL`gV+IsmFRjEts&Wgw?%o(ea7g(T4Qv0%q7&Hg#z!t 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import to_categorical +import tensorflow as tf +import pygame +from pygame.locals import * +from keras import Sequential, layers +from keras.optimizers import Adam +from keras.layers import Dense +from collections import deque + +pygame.init() + + +class tennis: + def __init__(self, fps=50): + self.GeneralReward = False + self.net = Network(150, 450, 150, 650) + self.updateRewardA = 0 + self.updateRewardB = 0 + self.updateIter = 0 + self.lossA = 0 + self.lossB = 0 + self.restart = False + + self.AgentA = DQN() + self.AgentB = DQN() + + # Testing + self.net = Network(150, 450, 150, 650) + self.NetworkA = self.net.network( + 300, ysource=80, Ynew=650) # Network A + self.NetworkB = self.net.network( + 200, ysource=650, Ynew=80) # Network B + + pygame.init() + self.BLACK = (0, 0, 0) + + self.myFontA = pygame.font.SysFont("Times New Roman", 25) + self.myFontB = pygame.font.SysFont("Times New Roman", 25) + self.myFontIter = pygame.font.SysFont('Times New Roman', 25) + + self.FPS = fps + self.fpsClock = pygame.time.Clock() + + def setWindow(self): + + # set up the window + self.DISPLAYSURF = pygame.display.set_mode((600, 750), 0, 32) + pygame.display.set_caption( + 'REINFORCEMENT LEARNING (DQN) - TABLE TENNIS') + # set up the colors + self.BLACK = (0, 0, 0) + self.WHITE = (255, 255, 255) + self.RED = (255, 0, 0) + self.GREEN = (0, 255, 0) + self.BLUE = (0, 0, 255) + + return + + def display(self): + self.setWindow() + self.DISPLAYSURF.fill(self.WHITE) + pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (50, 100, 500, 550)) + pygame.draw.rect(self.DISPLAYSURF, self.RED, (50, 365, 500, 20)) + # pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 20, 600, 20)) + # pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 770, 600, 20)) + return + + def reset(self): + return + + def evaluate_state_from_last_coordinate(self, c): + """ + cmax: 450 + cmin: 150 + + c definately will be between 150 and 450. + state0 - (50 - 99) + state1 - (100 - 149) + state2 - (150 - 199) + state3 - (200 - 249) + state4 - (250 - 299) + state5 - (300 - 349) + state6 - (350 - 399) + state7 - (400 - 449) + state8 - (450- 499) + state9 - (500 - 550) + """ + if c >= 50 and c <= 99: + return 0 + elif c >= 100 and c <= 149: + return 1 + elif c >= 150 and c <= 199: + return 2 + elif c >= 200 and c <= 249: + return 3 + elif c >= 250 and c <= 299: + return 4 + elif c >= 300 and c <= 349: + return 5 + elif c >= 350 and c <= 399: + return 6 + elif c >= 400 and c <= 449: + return 7 + elif c >= 450 and c <= 499: + return 8 + elif c >= 500 and c <= 550: + return 9 + + def evaluate_action(self, diff): + + if (int(diff) <= 50): + return True + else: + return False + + def randomVal(self, action): + """ + cmax: 550 + cmin: 50 + + c definately will be between 150 and 450. + state0 - (50 - 99) + state1 - (100 - 149) + state2 - (150 - 199) + state3 - (200 - 249) + state4 - (250 - 299) + state5 - (300 - 349) + state6 - (350 - 399) + state7 - (400 - 449) + state8 - (450- 499) + state9 - (500 - 550) + """ + if action == 0: + val = np.random.choice([i for i in range(50, 100)]) + elif action == 1: + val = np.random.choice([i for i in range(100, 150)]) + elif action == 2: + val = np.random.choice([i for i in range(150, 200)]) + elif action == 3: + val = np.random.choice([i for i in range(200, 250)]) + elif action == 4: + val = np.random.choice([i for i in range(250, 300)]) + elif action == 5: + val = np.random.choice([i for i in range(300, 350)]) + elif action == 6: + val = np.random.choice([i for i in range(350, 400)]) + elif action == 7: + val = np.random.choice([i for i in range(400, 450)]) + elif action == 8: + val = np.random.choice([i for i in range(450, 500)]) + else: + val = np.random.choice([i for i in range(500, 550)]) + return val + + def stepA(self, action, count=0): + # playerA should play + if count == 0: + self.NetworkA = self.net.network( + self.ballx, ysource=80, Ynew=650) # Network A + self.bally = self.NetworkA[1][count] + self.ballx = self.NetworkA[0][count] + + if self.GeneralReward == True: + self.playerax = self.randomVal(action) + else: + self.playerax = self.ballx + + +# soundObj = pygame.mixer.Sound('sound/sound.wav') +# soundObj.play() +# time.sleep(0.4) +# soundObj.stop() + + else: + self.ballx = self.NetworkA[0][count] + self.bally = self.NetworkA[1][count] + + obsOne = self.evaluate_state_from_last_coordinate( + int(self.ballx)) # last state of the ball + obsTwo = self.evaluate_state_from_last_coordinate( + int(self.playerbx)) # evaluate player bx + diff = np.abs(self.ballx - self.playerbx) + obs = obsTwo + reward = self.evaluate_action(diff) + done = True + info = str(diff) + + return obs, reward, done, info + + def stepB(self, action, count=0): + # playerB should play + if count == 0: + self.NetworkB = self.net.network( + self.ballx, ysource=650, Ynew=80) # Network B + self.bally = self.NetworkB[1][count] + self.ballx = self.NetworkB[0][count] + + if self.GeneralReward == True: + self.playerbx = self.randomVal(action) + else: + self.playerbx = self.ballx + + +# soundObj = pygame.mixer.Sound('sound/sound.wav') +# soundObj.play() +# time.sleep(0.4) +# soundObj.stop() + + else: + self.ballx = self.NetworkB[0][count] + self.bally = self.NetworkB[1][count] + + obsOne = self.evaluate_state_from_last_coordinate( + int(self.ballx)) # last state of the ball + obsTwo = self.evaluate_state_from_last_coordinate( + int(self.playerax)) # evaluate player bx + diff = np.abs(self.ballx - self.playerax) + obs = obsTwo + reward = self.evaluate_action(diff) + done = True + info = str(diff) + + return obs, reward, done, info + + def computeLossA(self, reward): + if reward == 0: + self.lossA += 1 + else: + self.lossA += 0 + return + + def computeLossB(self, reward): + if reward == 0: + self.lossB += 1 + else: + self.lossB += 0 + return + + def render(self): + # diplay team players + self.PLAYERA = pygame.image.load('Images/padB.png') + self.PLAYERA = pygame.transform.scale(self.PLAYERA, (50, 50)) + self.PLAYERB = pygame.image.load('Images/padA.png') + self.PLAYERB = pygame.transform.scale(self.PLAYERB, (50, 50)) + self.ball = pygame.image.load('Images/ball.png') + self.ball = pygame.transform.scale(self.ball, (15, 15)) + + self.playerax = 150 + self.playerbx = 250 + + self.ballx = 250 + self.bally = 300 + + count = 0 + nextplayer = 'A' + # player A starts by playing with state 0 + obsA, rewardA, doneA, infoA = 0, False, False, '' + obsB, rewardB, doneB, infoB = 0, False, False, '' + stateA = 0 + stateB = 0 + next_stateA = 0 + next_stateB = 0 + + actionA = 0 + actionB = 0 + + iterations = 20000 + iteration = 0 + restart = False + + while iteration < iterations: + + self.display() + self.randNumLabelA = self.myFontA.render( + 'Score A: '+str(self.updateRewardA), 1, self.BLACK) + self.randNumLabelB = self.myFontB.render( + 'Score B: '+str(self.updateRewardB), 1, self.BLACK) + # self.randNumLabelIter = self.myFontIter.render( + # 'Iterations: '+str(self.updateIter), 1, self.BLACK) + + if nextplayer == 'A': + + if count == 0: + # Online DQN evaluates what to do + arr = np.array([stateA]) + q_valueA = self.AgentA.model.predict(arr) + actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) + + # Online DQN plays + obsA, rewardA, doneA, infoA = self.stepA( + action=actionA, count=count) + next_stateA = actionA + + # Let's memorize what just happened + self.AgentA.replay_memory.append( + (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) + stateA = next_stateA + + elif count == 49: + + # Online DQN evaluates what to do + arr = np.array([stateA]) + q_valueA = self.AgentA.model.predict(arr) + actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) + obsA, rewardA, doneA, infoA = self.stepA( + action=actionA, count=count) + next_stateA = actionA + + self.updateRewardA += rewardA + self.computeLossA(rewardA) + + # Let's memorize what just happened + self.AgentA.replay_memory.append( + (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) + + # restart the game if player A fails to get the ball, and let B start the game + if rewardA == 0: + self.restart = True + time.sleep(0.5) + nextplayer = 'B' + self.GeneralReward = False + else: + self.restart = False + self.GeneralReward = True + + # Sample memories and use the target DQN to produce the target Q-Value + X_state_val, X_action_val, rewards, X_next_state_val, continues = ( + self.AgentA.sample_memories(self.AgentA.batch_size)) + arr = [X_next_state_val] + next_q_values = self.AgentA.model.predict(arr) + max_next_q_values = np.max( + next_q_values, axis=1, keepdims=True) + y_val = rewards + continues * self.AgentA.discount_rate * max_next_q_values + + # Train the online DQN + self.AgentA.model.fit(X_state_val, tf.keras.utils.to_categorical( + X_next_state_val, num_classes=10), verbose=0) + + nextplayer = 'B' + self.updateIter += 1 + + count = 0 + # evaluate A + + else: + # Online DQN evaluates what to do + arr = np.array([stateA]) + q_valueA = self.AgentA.model.predict(arr) + actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) + + # Online DQN plays + obsA, rewardA, doneA, infoA = self.stepA( + action=actionA, count=count) + next_stateA = actionA + + # Let's memorize what just happened + self.AgentA.replay_memory.append( + (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) + stateA = next_stateA + + if nextplayer == 'A': + count += 1 + else: + count = 0 + + else: + if count == 0: + # Online DQN evaluates what to do + arr = np.array([stateB]) + q_valueB = self.AgentB.model.predict(arr) + actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) + + # Online DQN plays + obsB, rewardB, doneB, infoB = self.stepB( + action=actionB, count=count) + next_stateB = actionB + + # Let's memorize what just happened + self.AgentB.replay_memory.append( + (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) + stateB = next_stateB + + elif count == 49: + + # Online DQN evaluates what to do + arr = np.array([stateB]) + q_valueB = self.AgentB.model.predict(arr) + actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) + + # Online DQN plays + obs, reward, done, info = self.stepB( + action=actionB, count=count) + next_stateB = actionB + + # Let's memorize what just happened + self.AgentB.replay_memory.append( + (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) + + stateB = next_stateB + self.updateRewardB += rewardB + self.computeLossB(rewardB) + + # restart the game if player A fails to get the ball, and let B start the game + if rewardB == 0: + self.restart = True + time.sleep(0.5) + self.GeneralReward = False + nextplayer = 'A' + else: + self.restart = False + self.GeneralReward = True + + # Sample memories and use the target DQN to produce the target Q-Value + X_state_val, X_action_val, rewards, X_next_state_val, continues = ( + self.AgentB.sample_memories(self.AgentB.batch_size)) + arr = [X_next_state_val] + next_q_values = self.AgentB.model.predict(arr) + max_next_q_values = np.max( + next_q_values, axis=1, keepdims=True) + y_val = rewards + continues * self.AgentB.discount_rate * max_next_q_values + + # Train the online DQN + self.AgentB.model.fit(X_state_val, tf.keras.utils.to_categorical( + X_next_state_val, num_classes=10), verbose=0) + + nextplayer = 'A' + self.updateIter += 1 + # evaluate B + + else: + # Online DQN evaluates what to do + q_valueB = self.AgentB.model.predict([stateB]) + actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) + + # Online DQN plays + obsB, rewardB, doneB, infoB = self.stepB( + action=actionB, count=count) + next_stateB = actionB + + # Let's memorize what just happened + self.AgentB.replay_memory.append( + (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) + tateB = next_stateB + + if nextplayer == 'B': + count += 1 + else: + count = 0 + + iteration += 1 + + # CHECK BALL MOVEMENT + self.DISPLAYSURF.blit(self.PLAYERA, (self.playerax, 50)) + self.DISPLAYSURF.blit(self.PLAYERB, (self.playerbx, 650)) + self.DISPLAYSURF.blit(self.ball, (self.ballx, self.bally)) + self.DISPLAYSURF.blit(self.randNumLabelA, (20, 15)) + self.DISPLAYSURF.blit(self.randNumLabelB, (450, 15)) + # self.DISPLAYSURF.blit(self.randNumLabelIter, (50, 40)) + + # update last coordinate + # self.lastxcoordinate = self.ballx + + pygame.display.update() + self.fpsClock.tick(self.FPS) + + for event in pygame.event.get(): + + if event.type == QUIT: + # self.AgentA.model.save('models/AgentA.h5') + # self.AgentB.model.save('models/AgentB.h5') + pygame.quit() + sys.exit() + + +# initialize the 2 agents. +AgentA = DQN() +AgentB = DQN() + + +if __name__ == "__main__": + tennis = tennis(fps=70) + tennis.reset() + tennis.render() From 77ad6af2af5b6e7ac0b717b99c3bb0a558b16a52 Mon Sep 17 00:00:00 2001 From: Odemakinde Elisha Jesutofunmi Date: Thu, 26 Nov 2020 11:18:50 +0100 Subject: [PATCH 30/32] pytennis --- pytennis/main.py | 29 ----------------------------- 1 file changed, 29 deletions(-) delete mode 100644 pytennis/main.py diff --git a/pytennis/main.py b/pytennis/main.py deleted file mode 100644 index 3f4a613..0000000 --- a/pytennis/main.py +++ /dev/null @@ -1,29 +0,0 @@ -import time -import numpy as np -import pygame -import sys -import os -from keras import Sequential, layers -from keras.optimizers import Adam -from keras.layers import Dense -from collections import deque - - -from Scripts.DQNetwork import DQN -from Scripts.BallRegression import Network -from Scripts.PyTennis import pytennis - - -from pygame.locals import * -pygame.init() - - -# initialize the 2 agents. -AgentA = DQN() -AgentB = DQN() - - -if __name__ == "__main__": - tennis = pytennis(fps=70) - tennis.reset() - tennis.render() From 8df86bfa08b901dd57f037a57f399417fd599e06 Mon Sep 17 00:00:00 2001 From: elishatofunmi Date: Tue, 23 Feb 2021 14:53:33 +0100 Subject: [PATCH 31/32] pytennis --- pytennis/DQNetwork.py | 59 --- pytennis/{BallRegression.py => network.py} | 60 +++ pytennis/pytennis.py | 411 +++++++++++++++++ pytennis/tennis.py | 489 --------------------- 4 files changed, 471 insertions(+), 548 deletions(-) delete mode 100644 pytennis/DQNetwork.py rename pytennis/{BallRegression.py => network.py} (56%) create mode 100644 pytennis/pytennis.py delete mode 100644 pytennis/tennis.py diff --git a/pytennis/DQNetwork.py b/pytennis/DQNetwork.py deleted file mode 100644 index 97b41b7..0000000 --- a/pytennis/DQNetwork.py +++ /dev/null @@ -1,59 +0,0 @@ -from keras import Sequential, layers -from keras.optimizers import Adam -from keras.layers import Dense -from collections import deque -import numpy as np - - -class DQN: - def __init__(self): - self.learning_rate = 0.001 - self.momentum = 0.95 - self.eps_min = 0.1 - self.eps_max = 1.0 - self.eps_decay_steps = 2000000 - self.replay_memory_size = 500 - self.replay_memory = deque([], maxlen=self.replay_memory_size) - n_steps = 4000000 # total number of training steps - self.training_start = 10000 # start training after 10,000 game iterations - self.training_interval = 4 # run a training step every 4 game iterations - self.save_steps = 1000 # save the model every 1,000 training steps - self.copy_steps = 10000 # copy online DQN to target DQN every 10,000 training steps - self.discount_rate = 0.99 - # Skip the start of every game (it's just waiting time). - self.skip_start = 90 - self.batch_size = 100 - self.iteration = 0 # game iterations - self.done = True # env needs to be reset - - self.model = self.DQNmodel() - - return - - def DQNmodel(self): - model = Sequential() - model.add(Dense(64, input_shape=(1,), activation='relu')) - model.add(Dense(64, activation='relu')) - model.add(Dense(10, activation='softmax')) - model.compile(loss='categorical_crossentropy', - optimizer=Adam(lr=self.learning_rate)) - return model - - def sample_memories(self, batch_size): - indices = np.random.permutation(len(self.replay_memory))[:batch_size] - # state, action, reward, next_state, continue - cols = [[], [], [], [], []] - for idx in indices: - memory = self.replay_memory[idx] - for col, value in zip(cols, memory): - col.append(value) - cols = [np.array(col) for col in cols] - return (cols[0], cols[1], cols[2].reshape(-1, 1), cols[3], cols[4].reshape(-1, 1)) - - def epsilon_greedy(self, q_values, step): - self.epsilon = max(self.eps_min, self.eps_max - - (self.eps_max-self.eps_min) * step/self.eps_decay_steps) - if np.random.rand() < self.epsilon: - return np.random.randint(10) # random action - else: - return np.argmax(q_values) # optimal action diff --git a/pytennis/BallRegression.py b/pytennis/network.py similarity index 56% rename from pytennis/BallRegression.py rename to pytennis/network.py index 5755f45..2643a76 100644 --- a/pytennis/BallRegression.py +++ b/pytennis/network.py @@ -1,3 +1,7 @@ +from keras import Sequential, layers +from keras.optimizers import Adam +from keras.layers import Dense +from collections import deque import numpy as np @@ -96,3 +100,59 @@ def DefaultToPosition(self, x1, x2=300, divisor=50): newXval -= decrement XNewList.append(int(np.floor(newXval))) return XNewList + + + + +class DQN: + def __init__(self): + self.learning_rate = 0.001 + self.momentum = 0.95 + self.eps_min = 0.1 + self.eps_max = 1.0 + self.eps_decay_steps = 2000000 + self.replay_memory_size = 500 + self.replay_memory = deque([], maxlen=self.replay_memory_size) + n_steps = 4000000 # total number of training steps + self.training_start = 10000 # start training after 10,000 game iterations + self.training_interval = 4 # run a training step every 4 game iterations + self.save_steps = 1000 # save the model every 1,000 training steps + self.copy_steps = 10000 # copy online DQN to target DQN every 10,000 training steps + self.discount_rate = 0.99 + # Skip the start of every game (it's just waiting time). + self.skip_start = 90 + self.batch_size = 100 + self.iteration = 0 # game iterations + self.done = True # env needs to be reset + + self.model = self.DQNmodel() + + return + + def DQNmodel(self): + model = Sequential() + model.add(Dense(64, input_shape=(1,), activation='relu')) + model.add(Dense(64, activation='relu')) + model.add(Dense(10, activation='softmax')) + model.compile(loss='categorical_crossentropy', + optimizer=Adam(lr=self.learning_rate)) + return model + + def sample_memories(self, batch_size): + indices = np.random.permutation(len(self.replay_memory))[:batch_size] + # state, action, reward, next_state, continue + cols = [[], [], [], [], []] + for idx in indices: + memory = self.replay_memory[idx] + for col, value in zip(cols, memory): + col.append(value) + cols = [np.array(col) for col in cols] + return (cols[0], cols[1], cols[2].reshape(-1, 1), cols[3], cols[4].reshape(-1, 1)) + + def epsilon_greedy(self, q_values, step): + self.epsilon = max(self.eps_min, self.eps_max - + (self.eps_max-self.eps_min) * step/self.eps_decay_steps) + if np.random.rand() < self.epsilon: + return np.random.randint(10) # random action + else: + return np.argmax(q_values) # optimal action diff --git a/pytennis/pytennis.py b/pytennis/pytennis.py new file mode 100644 index 0000000..13ab03b --- /dev/null +++ b/pytennis/pytennis.py @@ -0,0 +1,411 @@ +import time +import os +import sys +from network import DQN +from network import Network +import numpy as np +from keras.utils import to_categorical +import tensorflow as tf +import pygame +from pygame.locals import * +from keras import Sequential, layers +from keras.optimizers import Adam +from keras.layers import Dense +from collections import deque + +pygame.init() + + + +class tennis: + def __init__(self, fps=50): + self.GeneralReward = False + self.net = Network(150, 450, 150, 650) + self.updateRewardA = 0 + self.updateRewardB = 0 + self.updateIter = 0 + self.lossA = 0 + self.lossB = 0 + self.restart = False + + self.AgentA = DQN() + self.AgentB = DQN() + + # Testing + self.net = Network(150, 450, 150, 650) + self.NetworkA = self.net.network( + 300, ysource=80, Ynew=650) # Network A + self.NetworkB = self.net.network( + 200, ysource=650, Ynew=80) # Network B + + pygame.init() + self.BLACK = (0, 0, 0) + + self.myFontA = pygame.font.SysFont("Times New Roman", 25) + self.myFontB = pygame.font.SysFont("Times New Roman", 25) + self.myFontIter = pygame.font.SysFont('Times New Roman', 25) + + self.FPS = fps + self.fpsClock = pygame.time.Clock() + + def setWindow(self): + + # set up the window + self.DISPLAYSURF = pygame.display.set_mode((600, 750), 0, 32) + pygame.display.set_caption( + 'REINFORCEMENT LEARNING (DQN) - TABLE TENNIS') + # set up the colors + self.BLACK = (0, 0, 0) + self.WHITE = (255, 255, 255) + self.RED = (255, 0, 0) + self.GREEN = (0, 255, 0) + self.BLUE = (0, 0, 255) + + return + + def display(self): + self.setWindow() + self.DISPLAYSURF.fill(self.WHITE) + pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (50, 100, 500, 550)) + pygame.draw.rect(self.DISPLAYSURF, self.RED, (50, 365, 500, 20)) + return + + def reset(self): + return + + def evaluate_state_from_last_coordinate(self, c): + """ + cmax: 550 + cmin: 50 + + c definately will be between 50 and 550. + """ + if c >= 50 and c <= 550: + return int(c/50 - 1) + else: + return 0 + + def evaluate_action(self, diff): + + if (int(diff) <= 50): + return True + else: + return False + + def randomVal(self, action): + "action is a probability of values between 0 and 1" + val = (action*500) + 50 + return val + + def step(self, action, count=0, step = 'A'): + # Step = A implies compute player A's next step. + # Step = B implies compute player B's next step. + + if step == 'A': + # playerA should play + if count == 0: + self.NetworkA = self.net.network( + self.ballx, ysource=80, Ynew=650) # Network A + self.bally = self.NetworkA[1][count] + self.ballx = self.NetworkA[0][count] + + if self.GeneralReward == True: + self.playerax = self.randomVal(action) + else: + self.playerax = self.ballx + + + else: + self.ballx = self.NetworkA[0][count] + self.bally = self.NetworkA[1][count] + + obsOne = self.evaluate_state_from_last_coordinate( + int(self.ballx)) # last state of the ball + obsTwo = self.evaluate_state_from_last_coordinate( + int(self.playerbx)) # evaluate player bx + diff = np.abs(self.ballx - self.playerbx) + obs = obsTwo + reward = self.evaluate_action(diff) + done = True + info = str(diff) + + else: + # playerB should play + if count == 0: + self.NetworkB = self.net.network( + self.ballx, ysource=650, Ynew=80) # Network B + self.bally = self.NetworkB[1][count] + self.ballx = self.NetworkB[0][count] + + if self.GeneralReward == True: + self.playerbx = self.randomVal(action) + else: + self.playerbx = self.ballx + + + else: + self.ballx = self.NetworkB[0][count] + self.bally = self.NetworkB[1][count] + + obsOne = self.evaluate_state_from_last_coordinate( + int(self.ballx)) # last state of the ball + obsTwo = self.evaluate_state_from_last_coordinate( + int(self.playerax)) # evaluate player bx + diff = np.abs(self.ballx - self.playerax) + obs = obsTwo + reward = self.evaluate_action(diff) + done = True + info = str(diff) + + return obs, reward, done, info + + def computeLoss(self, reward, loss = 'A'): + # loss = A, implies compute loss of player A, otherwise, compute Player B loss. + if loss == 'A': + if reward == 0: + self.lossA += 1 + else: + self.lossA += 0 + else: + if reward == 0: + self.lossB += 1 + else: + self.lossB += 0 + return + + def execute(self, state, iteration, count, player = 'A'): + if player == 'B': + stateB = state + # Online DQN evaluates what to do + + try: + q_valueB = self.AgentB.model.predict([stateB]) + except: + q_valueB = 0 + actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) + + # Online DQN plays + obsB, rewardB, doneB, infoB = self.step( + action=actionB, count=count, step = 'B') + next_stateB = actionB + + # Let's memorize what just happened + self.AgentB.replay_memory.append( + (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) + stateB = next_stateB + + output = (q_valueB, actionB, obsB, rewardB, doneB, infoB, next_stateB, actionB, stateB) + + else: + stateA = state + # Online DQN evaluates what to do + # arr = np.array([stateA]) + try: + q_valueA = self.AgentB.model.predict([stateB]) + except: + q_valueA = 0 + actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) + + # Online DQN plays + obsA, rewardA, doneA, infoA = self.step( + action=actionA, count=count, step = 'A') + next_stateA = actionA + + # Let's memorize what just happened + self.AgentA.replay_memory.append( + (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) + stateA = next_stateA + + output = (q_valueA, actionA, obsA, rewardA, doneA, infoA, next_stateA, actionA, stateA) + + return output + + def trainOnlineDQN(self, player = 'A'): + if player == 'A': + X_state_val, X_action_val, rewards, X_next_state_val, continues = ( + self.AgentA.sample_memories(self.AgentA.batch_size)) + arr = [X_next_state_val] + next_q_values = self.AgentA.model.predict(arr) + max_next_q_values = np.max( + next_q_values, axis=1, keepdims=True) + y_val = rewards + continues * self.AgentA.discount_rate * max_next_q_values + + # Train the online DQN + self.AgentA.model.fit(X_state_val, tf.keras.utils.to_categorical( + X_next_state_val, num_classes=10), verbose=0) + else: + X_state_val, X_action_val, rewards, X_next_state_val, continues = ( + self.AgentB.sample_memories(self.AgentB.batch_size)) + arr = [X_next_state_val] + next_q_values = self.AgentB.model.predict(arr) + max_next_q_values = np.max( + next_q_values, axis=1, keepdims=True) + y_val = rewards + continues * self.AgentB.discount_rate * max_next_q_values + + # Train the online DQN + self.AgentB.model.fit(X_state_val, tf.keras.utils.to_categorical( + X_next_state_val, num_classes=10), verbose=0) + + + return True + + def render(self): + # diplay team players + self.PLAYERA = pygame.image.load('Images/padB.png') + self.PLAYERA = pygame.transform.scale(self.PLAYERA, (50, 50)) + self.PLAYERB = pygame.image.load('Images/padA.png') + self.PLAYERB = pygame.transform.scale(self.PLAYERB, (50, 50)) + self.ball = pygame.image.load('Images/ball.png') + self.ball = pygame.transform.scale(self.ball, (15, 15)) + + self.playerax = 150 + self.playerbx = 250 + + self.ballx = 250 + self.bally = 300 + + count = 0 + nextplayer = 'A' + # player A starts by playing with state 0 + obsA, rewardA, doneA, infoA = 0, False, False, '' + obsB, rewardB, doneB, infoB = 0, False, False, '' + state = 0 + stateA = 0 + stateB = 0 + next_stateA = 0 + next_stateB = 0 + + actionA = 0 + actionB = 0 + + iterations = 20000 + iteration = 0 + restart = False + + while iteration < iterations: + + self.display() + self.randNumLabelA = self.myFontA.render( + 'Score A: '+str(self.updateRewardA), 1, self.BLACK) + self.randNumLabelB = self.myFontB.render( + 'Score B: '+str(self.updateRewardB), 1, self.BLACK) + + if nextplayer == 'A': + + if count == 0: + print('state: ', state) + print('iteration: ', iteration) + print('count: ', count) + print('player: ', nextplayer) + output = self.execute(state, iteration, count, player = nextplayer) + q_valueA, actionA, obsA, rewardA, doneA, infoA, next_stateA, actionA, stateA = output + state = next_stateA + + + elif count == 49: + + output = self.execute(state, iteration, count, player = 'A') + q_valueA, actionA, obsA, rewardA, doneA, infoA, next_stateA, actionA, stateA = output + state = next_stateA + + self.updateRewardA += rewardA + self.computeLoss(rewardA, loss = 'A') + + # restart the game if player A fails to get the ball, and let B start the game + if rewardA == 0: + self.restart = True + time.sleep(0.5) + nextplayer = 'B' + self.GeneralReward = False + else: + self.restart = False + self.GeneralReward = True + + # Sample memories and use the target DQN to produce the target Q-Value + self.trainOnlineDQN(player = 'A') + + nextplayer = 'B' + self.updateIter += 1 + + count = 0 + # evaluate A + + else: + output = self.execute(state, iteration, count, player = 'A') + q_valueA, actionA, obsA, rewardA, doneA, infoA, next_stateA, actionA, stateA = output + state = next_stateA + + if nextplayer == 'A': + count += 1 + else: + count = 0 + + else: + if count == 0: + output = self.execute(state, iteration, count, player = 'B') + q_valueB, actionB, obsB, rewardB, doneB, infoB, next_stateB, actionB, stateB = output + state = next_stateB + + elif count == 49: + + output = self.execute(state, iteration, count, player = 'B') + q_valueB, actionB, obsB, rewardB, doneB, infoB, next_stateB, actionB, stateB = output + state = next_stateB + + self.updateRewardB += rewardB + self.computeLoss(rewardB, loss = 'B') + + # restart the game if player A fails to get the ball, and let B start the game + if rewardB == 0: + self.restart = True + time.sleep(0.5) + self.GeneralReward = False + nextplayer = 'A' + else: + self.restart = False + self.GeneralReward = True + + # Sample memories and use the target DQN to produce the target Q-Value + self.trainOnlineDQN(player = 'B') + + nextplayer = 'A' + self.updateIter += 1 + # evaluate B + + else: + output = self.execute(state, iteration, count, player = 'B') + q_valueB, actionB, obsB, rewardB, doneB, infoB, next_stateB, actionB, stateB = output + state = next_stateB + + if nextplayer == 'B': + count += 1 + else: + count = 0 + + iteration += 1 + + # CHECK BALL MOVEMENT + self.DISPLAYSURF.blit(self.PLAYERA, (self.playerax, 50)) + self.DISPLAYSURF.blit(self.PLAYERB, (self.playerbx, 650)) + self.DISPLAYSURF.blit(self.ball, (self.ballx, self.bally)) + self.DISPLAYSURF.blit(self.randNumLabelA, (20, 15)) + self.DISPLAYSURF.blit(self.randNumLabelB, (450, 15)) + + + pygame.display.update() + self.fpsClock.tick(self.FPS) + + for event in pygame.event.get(): + + if event.type == QUIT: + # self.AgentA.model.save('models/AgentA.h5') + # self.AgentB.model.save('models/AgentB.h5') + pygame.quit() + sys.exit() + + + +if __name__ == "__main__": + tennis = tennis(fps=70) + tennis.reset() + tennis.render() diff --git a/pytennis/tennis.py b/pytennis/tennis.py deleted file mode 100644 index 9ae6c0f..0000000 --- a/pytennis/tennis.py +++ /dev/null @@ -1,489 +0,0 @@ -import time -import os -import sys -from DQNetwork import DQN -from BallRegression import Network -import numpy as np -from keras.utils import to_categorical -import tensorflow as tf -import pygame -from pygame.locals import * -from keras import Sequential, layers -from keras.optimizers import Adam -from keras.layers import Dense -from collections import deque - -pygame.init() - - -class tennis: - def __init__(self, fps=50): - self.GeneralReward = False - self.net = Network(150, 450, 150, 650) - self.updateRewardA = 0 - self.updateRewardB = 0 - self.updateIter = 0 - self.lossA = 0 - self.lossB = 0 - self.restart = False - - self.AgentA = DQN() - self.AgentB = DQN() - - # Testing - self.net = Network(150, 450, 150, 650) - self.NetworkA = self.net.network( - 300, ysource=80, Ynew=650) # Network A - self.NetworkB = self.net.network( - 200, ysource=650, Ynew=80) # Network B - - pygame.init() - self.BLACK = (0, 0, 0) - - self.myFontA = pygame.font.SysFont("Times New Roman", 25) - self.myFontB = pygame.font.SysFont("Times New Roman", 25) - self.myFontIter = pygame.font.SysFont('Times New Roman', 25) - - self.FPS = fps - self.fpsClock = pygame.time.Clock() - - def setWindow(self): - - # set up the window - self.DISPLAYSURF = pygame.display.set_mode((600, 750), 0, 32) - pygame.display.set_caption( - 'REINFORCEMENT LEARNING (DQN) - TABLE TENNIS') - # set up the colors - self.BLACK = (0, 0, 0) - self.WHITE = (255, 255, 255) - self.RED = (255, 0, 0) - self.GREEN = (0, 255, 0) - self.BLUE = (0, 0, 255) - - return - - def display(self): - self.setWindow() - self.DISPLAYSURF.fill(self.WHITE) - pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (50, 100, 500, 550)) - pygame.draw.rect(self.DISPLAYSURF, self.RED, (50, 365, 500, 20)) - # pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 20, 600, 20)) - # pygame.draw.rect(self.DISPLAYSURF, self.BLACK, (0, 770, 600, 20)) - return - - def reset(self): - return - - def evaluate_state_from_last_coordinate(self, c): - """ - cmax: 450 - cmin: 150 - - c definately will be between 150 and 450. - state0 - (50 - 99) - state1 - (100 - 149) - state2 - (150 - 199) - state3 - (200 - 249) - state4 - (250 - 299) - state5 - (300 - 349) - state6 - (350 - 399) - state7 - (400 - 449) - state8 - (450- 499) - state9 - (500 - 550) - """ - if c >= 50 and c <= 99: - return 0 - elif c >= 100 and c <= 149: - return 1 - elif c >= 150 and c <= 199: - return 2 - elif c >= 200 and c <= 249: - return 3 - elif c >= 250 and c <= 299: - return 4 - elif c >= 300 and c <= 349: - return 5 - elif c >= 350 and c <= 399: - return 6 - elif c >= 400 and c <= 449: - return 7 - elif c >= 450 and c <= 499: - return 8 - elif c >= 500 and c <= 550: - return 9 - - def evaluate_action(self, diff): - - if (int(diff) <= 50): - return True - else: - return False - - def randomVal(self, action): - """ - cmax: 550 - cmin: 50 - - c definately will be between 150 and 450. - state0 - (50 - 99) - state1 - (100 - 149) - state2 - (150 - 199) - state3 - (200 - 249) - state4 - (250 - 299) - state5 - (300 - 349) - state6 - (350 - 399) - state7 - (400 - 449) - state8 - (450- 499) - state9 - (500 - 550) - """ - if action == 0: - val = np.random.choice([i for i in range(50, 100)]) - elif action == 1: - val = np.random.choice([i for i in range(100, 150)]) - elif action == 2: - val = np.random.choice([i for i in range(150, 200)]) - elif action == 3: - val = np.random.choice([i for i in range(200, 250)]) - elif action == 4: - val = np.random.choice([i for i in range(250, 300)]) - elif action == 5: - val = np.random.choice([i for i in range(300, 350)]) - elif action == 6: - val = np.random.choice([i for i in range(350, 400)]) - elif action == 7: - val = np.random.choice([i for i in range(400, 450)]) - elif action == 8: - val = np.random.choice([i for i in range(450, 500)]) - else: - val = np.random.choice([i for i in range(500, 550)]) - return val - - def stepA(self, action, count=0): - # playerA should play - if count == 0: - self.NetworkA = self.net.network( - self.ballx, ysource=80, Ynew=650) # Network A - self.bally = self.NetworkA[1][count] - self.ballx = self.NetworkA[0][count] - - if self.GeneralReward == True: - self.playerax = self.randomVal(action) - else: - self.playerax = self.ballx - - -# soundObj = pygame.mixer.Sound('sound/sound.wav') -# soundObj.play() -# time.sleep(0.4) -# soundObj.stop() - - else: - self.ballx = self.NetworkA[0][count] - self.bally = self.NetworkA[1][count] - - obsOne = self.evaluate_state_from_last_coordinate( - int(self.ballx)) # last state of the ball - obsTwo = self.evaluate_state_from_last_coordinate( - int(self.playerbx)) # evaluate player bx - diff = np.abs(self.ballx - self.playerbx) - obs = obsTwo - reward = self.evaluate_action(diff) - done = True - info = str(diff) - - return obs, reward, done, info - - def stepB(self, action, count=0): - # playerB should play - if count == 0: - self.NetworkB = self.net.network( - self.ballx, ysource=650, Ynew=80) # Network B - self.bally = self.NetworkB[1][count] - self.ballx = self.NetworkB[0][count] - - if self.GeneralReward == True: - self.playerbx = self.randomVal(action) - else: - self.playerbx = self.ballx - - -# soundObj = pygame.mixer.Sound('sound/sound.wav') -# soundObj.play() -# time.sleep(0.4) -# soundObj.stop() - - else: - self.ballx = self.NetworkB[0][count] - self.bally = self.NetworkB[1][count] - - obsOne = self.evaluate_state_from_last_coordinate( - int(self.ballx)) # last state of the ball - obsTwo = self.evaluate_state_from_last_coordinate( - int(self.playerax)) # evaluate player bx - diff = np.abs(self.ballx - self.playerax) - obs = obsTwo - reward = self.evaluate_action(diff) - done = True - info = str(diff) - - return obs, reward, done, info - - def computeLossA(self, reward): - if reward == 0: - self.lossA += 1 - else: - self.lossA += 0 - return - - def computeLossB(self, reward): - if reward == 0: - self.lossB += 1 - else: - self.lossB += 0 - return - - def render(self): - # diplay team players - self.PLAYERA = pygame.image.load('Images/padB.png') - self.PLAYERA = pygame.transform.scale(self.PLAYERA, (50, 50)) - self.PLAYERB = pygame.image.load('Images/padA.png') - self.PLAYERB = pygame.transform.scale(self.PLAYERB, (50, 50)) - self.ball = pygame.image.load('Images/ball.png') - self.ball = pygame.transform.scale(self.ball, (15, 15)) - - self.playerax = 150 - self.playerbx = 250 - - self.ballx = 250 - self.bally = 300 - - count = 0 - nextplayer = 'A' - # player A starts by playing with state 0 - obsA, rewardA, doneA, infoA = 0, False, False, '' - obsB, rewardB, doneB, infoB = 0, False, False, '' - stateA = 0 - stateB = 0 - next_stateA = 0 - next_stateB = 0 - - actionA = 0 - actionB = 0 - - iterations = 20000 - iteration = 0 - restart = False - - while iteration < iterations: - - self.display() - self.randNumLabelA = self.myFontA.render( - 'Score A: '+str(self.updateRewardA), 1, self.BLACK) - self.randNumLabelB = self.myFontB.render( - 'Score B: '+str(self.updateRewardB), 1, self.BLACK) - # self.randNumLabelIter = self.myFontIter.render( - # 'Iterations: '+str(self.updateIter), 1, self.BLACK) - - if nextplayer == 'A': - - if count == 0: - # Online DQN evaluates what to do - arr = np.array([stateA]) - q_valueA = self.AgentA.model.predict(arr) - actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) - - # Online DQN plays - obsA, rewardA, doneA, infoA = self.stepA( - action=actionA, count=count) - next_stateA = actionA - - # Let's memorize what just happened - self.AgentA.replay_memory.append( - (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) - stateA = next_stateA - - elif count == 49: - - # Online DQN evaluates what to do - arr = np.array([stateA]) - q_valueA = self.AgentA.model.predict(arr) - actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) - obsA, rewardA, doneA, infoA = self.stepA( - action=actionA, count=count) - next_stateA = actionA - - self.updateRewardA += rewardA - self.computeLossA(rewardA) - - # Let's memorize what just happened - self.AgentA.replay_memory.append( - (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) - - # restart the game if player A fails to get the ball, and let B start the game - if rewardA == 0: - self.restart = True - time.sleep(0.5) - nextplayer = 'B' - self.GeneralReward = False - else: - self.restart = False - self.GeneralReward = True - - # Sample memories and use the target DQN to produce the target Q-Value - X_state_val, X_action_val, rewards, X_next_state_val, continues = ( - self.AgentA.sample_memories(self.AgentA.batch_size)) - arr = [X_next_state_val] - next_q_values = self.AgentA.model.predict(arr) - max_next_q_values = np.max( - next_q_values, axis=1, keepdims=True) - y_val = rewards + continues * self.AgentA.discount_rate * max_next_q_values - - # Train the online DQN - self.AgentA.model.fit(X_state_val, tf.keras.utils.to_categorical( - X_next_state_val, num_classes=10), verbose=0) - - nextplayer = 'B' - self.updateIter += 1 - - count = 0 - # evaluate A - - else: - # Online DQN evaluates what to do - arr = np.array([stateA]) - q_valueA = self.AgentA.model.predict(arr) - actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) - - # Online DQN plays - obsA, rewardA, doneA, infoA = self.stepA( - action=actionA, count=count) - next_stateA = actionA - - # Let's memorize what just happened - self.AgentA.replay_memory.append( - (stateA, actionA, rewardA, next_stateA, 1.0 - doneA)) - stateA = next_stateA - - if nextplayer == 'A': - count += 1 - else: - count = 0 - - else: - if count == 0: - # Online DQN evaluates what to do - arr = np.array([stateB]) - q_valueB = self.AgentB.model.predict(arr) - actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) - - # Online DQN plays - obsB, rewardB, doneB, infoB = self.stepB( - action=actionB, count=count) - next_stateB = actionB - - # Let's memorize what just happened - self.AgentB.replay_memory.append( - (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) - stateB = next_stateB - - elif count == 49: - - # Online DQN evaluates what to do - arr = np.array([stateB]) - q_valueB = self.AgentB.model.predict(arr) - actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) - - # Online DQN plays - obs, reward, done, info = self.stepB( - action=actionB, count=count) - next_stateB = actionB - - # Let's memorize what just happened - self.AgentB.replay_memory.append( - (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) - - stateB = next_stateB - self.updateRewardB += rewardB - self.computeLossB(rewardB) - - # restart the game if player A fails to get the ball, and let B start the game - if rewardB == 0: - self.restart = True - time.sleep(0.5) - self.GeneralReward = False - nextplayer = 'A' - else: - self.restart = False - self.GeneralReward = True - - # Sample memories and use the target DQN to produce the target Q-Value - X_state_val, X_action_val, rewards, X_next_state_val, continues = ( - self.AgentB.sample_memories(self.AgentB.batch_size)) - arr = [X_next_state_val] - next_q_values = self.AgentB.model.predict(arr) - max_next_q_values = np.max( - next_q_values, axis=1, keepdims=True) - y_val = rewards + continues * self.AgentB.discount_rate * max_next_q_values - - # Train the online DQN - self.AgentB.model.fit(X_state_val, tf.keras.utils.to_categorical( - X_next_state_val, num_classes=10), verbose=0) - - nextplayer = 'A' - self.updateIter += 1 - # evaluate B - - else: - # Online DQN evaluates what to do - q_valueB = self.AgentB.model.predict([stateB]) - actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) - - # Online DQN plays - obsB, rewardB, doneB, infoB = self.stepB( - action=actionB, count=count) - next_stateB = actionB - - # Let's memorize what just happened - self.AgentB.replay_memory.append( - (stateB, actionB, rewardB, next_stateB, 1.0 - doneB)) - tateB = next_stateB - - if nextplayer == 'B': - count += 1 - else: - count = 0 - - iteration += 1 - - # CHECK BALL MOVEMENT - self.DISPLAYSURF.blit(self.PLAYERA, (self.playerax, 50)) - self.DISPLAYSURF.blit(self.PLAYERB, (self.playerbx, 650)) - self.DISPLAYSURF.blit(self.ball, (self.ballx, self.bally)) - self.DISPLAYSURF.blit(self.randNumLabelA, (20, 15)) - self.DISPLAYSURF.blit(self.randNumLabelB, (450, 15)) - # self.DISPLAYSURF.blit(self.randNumLabelIter, (50, 40)) - - # update last coordinate - # self.lastxcoordinate = self.ballx - - pygame.display.update() - self.fpsClock.tick(self.FPS) - - for event in pygame.event.get(): - - if event.type == QUIT: - # self.AgentA.model.save('models/AgentA.h5') - # self.AgentB.model.save('models/AgentB.h5') - pygame.quit() - sys.exit() - - -# initialize the 2 agents. -AgentA = DQN() -AgentB = DQN() - - -if __name__ == "__main__": - tennis = tennis(fps=70) - tennis.reset() - tennis.render() From 9ab0b5e3009891cdc34f87b169d553324ab7db08 Mon Sep 17 00:00:00 2001 From: elishatofunmi Date: Thu, 11 Mar 2021 14:01:58 +0100 Subject: [PATCH 32/32] tennis --- pytennis/pytennis.py | 143 ++++++++++++++++++++++++------------------- 1 file changed, 80 insertions(+), 63 deletions(-) diff --git a/pytennis/pytennis.py b/pytennis/pytennis.py index 13ab03b..5a62265 100644 --- a/pytennis/pytennis.py +++ b/pytennis/pytennis.py @@ -12,7 +12,6 @@ from keras.optimizers import Adam from keras.layers import Dense from collections import deque - pygame.init() @@ -27,7 +26,7 @@ def __init__(self, fps=50): self.lossA = 0 self.lossB = 0 self.restart = False - + self.iteration = 0 self.AgentA = DQN() self.AgentB = DQN() @@ -48,6 +47,8 @@ def __init__(self, fps=50): self.FPS = fps self.fpsClock = pygame.time.Clock() + self.nextplayer = np.random.choice(['A', 'B']) + def setWindow(self): # set up the window @@ -97,11 +98,11 @@ def randomVal(self, action): val = (action*500) + 50 return val - def step(self, action, count=0, step = 'A'): - # Step = A implies compute player A's next step. - # Step = B implies compute player B's next step. + def play(self, action, count=0, play = 'A'): + # play = A implies compute player A's next play. + # play = B implies compute player B's next play. - if step == 'A': + if play == 'A': # playerA should play if count == 0: self.NetworkA = self.net.network( @@ -185,8 +186,8 @@ def execute(self, state, iteration, count, player = 'A'): actionB = self.AgentB.epsilon_greedy(q_valueB, iteration) # Online DQN plays - obsB, rewardB, doneB, infoB = self.step( - action=actionB, count=count, step = 'B') + obsB, rewardB, doneB, infoB = self.play( + action=actionB, count=count, play = 'B') next_stateB = actionB # Let's memorize what just happened @@ -207,8 +208,8 @@ def execute(self, state, iteration, count, player = 'A'): actionA = self.AgentA.epsilon_greedy(q_valueA, iteration) # Online DQN plays - obsA, rewardA, doneA, infoA = self.step( - action=actionA, count=count, step = 'A') + obsA, rewardA, doneA, infoA = self.play( + action=actionA, count=count, play = 'A') next_stateA = actionA # Let's memorize what just happened @@ -249,7 +250,32 @@ def trainOnlineDQN(self, player = 'A'): return True - def render(self): + def show_board(self): + self.display() + # CHECK BALL MOVEMENT + self.DISPLAYSURF.blit(self.PLAYERA, (self.playerax, 50)) + self.DISPLAYSURF.blit(self.PLAYERB, (self.playerbx, 650)) + self.DISPLAYSURF.blit(self.ball, (self.ballx, self.bally)) + self.DISPLAYSURF.blit(self.randNumLabelA, (20, 15)) + self.DISPLAYSURF.blit(self.randNumLabelB, (450, 15)) + + + pygame.display.update() + self.fpsClock.tick(self.FPS) + + for event in pygame.event.get(): + + if event.type == QUIT: + # self.AgentA.model.save('models/AgentA.h5') + # self.AgentB.model.save('models/AgentB.h5') + pygame.quit() + sys.exit() + return + + + def step(self, action): + # stepOutput: reward, next_state, done + # action represents the next player to player, action can either be {playerA:0, playerB: 1} # diplay team players self.PLAYERA = pygame.image.load('Images/padB.png') self.PLAYERA = pygame.transform.scale(self.PLAYERA, (50, 50)) @@ -264,8 +290,6 @@ def render(self): self.ballx = 250 self.bally = 300 - count = 0 - nextplayer = 'A' # player A starts by playing with state 0 obsA, rewardA, doneA, infoA = 0, False, False, '' obsB, rewardB, doneB, infoB = 0, False, False, '' @@ -274,29 +298,23 @@ def render(self): stateB = 0 next_stateA = 0 next_stateB = 0 - + iteration = self.iteration actionA = 0 actionB = 0 - - iterations = 20000 - iteration = 0 restart = False - while iteration < iterations: + + self.display() + self.randNumLabelA = self.myFontA.render( + 'Score A: '+str(self.updateRewardA), 1, self.BLACK) + self.randNumLabelB = self.myFontB.render( + 'Score B: '+str(self.updateRewardB), 1, self.BLACK) - self.display() - self.randNumLabelA = self.myFontA.render( - 'Score A: '+str(self.updateRewardA), 1, self.BLACK) - self.randNumLabelB = self.myFontB.render( - 'Score B: '+str(self.updateRewardB), 1, self.BLACK) - - if nextplayer == 'A': + nextplayer = self.nextplayer + if self.nextplayer == 'A': + for count in range(50): if count == 0: - print('state: ', state) - print('iteration: ', iteration) - print('count: ', count) - print('player: ', nextplayer) output = self.execute(state, iteration, count, player = nextplayer) q_valueA, actionA, obsA, rewardA, doneA, infoA, next_stateA, actionA, stateA = output state = next_stateA @@ -315,7 +333,7 @@ def render(self): if rewardA == 0: self.restart = True time.sleep(0.5) - nextplayer = 'B' + self.nextplayer = 'B' self.GeneralReward = False else: self.restart = False @@ -324,23 +342,20 @@ def render(self): # Sample memories and use the target DQN to produce the target Q-Value self.trainOnlineDQN(player = 'A') - nextplayer = 'B' + self.nextplayer = 'B' self.updateIter += 1 - count = 0 - # evaluate A else: output = self.execute(state, iteration, count, player = 'A') q_valueA, actionA, obsA, rewardA, doneA, infoA, next_stateA, actionA, stateA = output state = next_stateA - if nextplayer == 'A': - count += 1 - else: - count = 0 + stepOutput = rewardA, next_stateA, doneA + self.show_board() - else: + else: + for count in range(50): if count == 0: output = self.execute(state, iteration, count, player = 'B') q_valueB, actionB, obsB, rewardB, doneB, infoB, next_stateB, actionB, stateB = output @@ -360,7 +375,7 @@ def render(self): self.restart = True time.sleep(0.5) self.GeneralReward = False - nextplayer = 'A' + self.nextplayer = 'A' else: self.restart = False self.GeneralReward = True @@ -368,7 +383,7 @@ def render(self): # Sample memories and use the target DQN to produce the target Q-Value self.trainOnlineDQN(player = 'B') - nextplayer = 'A' + self.nextplayer = 'A' self.updateIter += 1 # evaluate B @@ -377,35 +392,37 @@ def render(self): q_valueB, actionB, obsB, rewardB, doneB, infoB, next_stateB, actionB, stateB = output state = next_stateB - if nextplayer == 'B': - count += 1 - else: - count = 0 - - iteration += 1 + stepOutput = rewardA, next_stateA, doneA + + self.show_board() - # CHECK BALL MOVEMENT - self.DISPLAYSURF.blit(self.PLAYERA, (self.playerax, 50)) - self.DISPLAYSURF.blit(self.PLAYERB, (self.playerbx, 650)) - self.DISPLAYSURF.blit(self.ball, (self.ballx, self.bally)) - self.DISPLAYSURF.blit(self.randNumLabelA, (20, 15)) - self.DISPLAYSURF.blit(self.randNumLabelB, (450, 15)) + self.iteration += 1 # keep track of the total number of iterations conducted + return stepOutput + - pygame.display.update() - self.fpsClock.tick(self.FPS) +def random_policy(episode): - for event in pygame.event.get(): + action_space = 3 + state_space = 5 + max_steps = 1000 - if event.type == QUIT: - # self.AgentA.model.save('models/AgentA.h5') - # self.AgentB.model.save('models/AgentB.h5') - pygame.quit() - sys.exit() + for e in range(episode): + state = env.reset() + score = 0 + for i in range(max_steps): + action = np.random.randint(action_space) + reward, next_state, done = env.step(action) + score += reward + state = next_state + if done: + print("episode: {}/{}, score: {}".format(e, episode, score)) + break if __name__ == "__main__": - tennis = tennis(fps=70) - tennis.reset() - tennis.render() + env = tennis(fps=70) + action_space = 2 + score = 0 + random_policy(10) \ No newline at end of file

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