GitHub - Priyanshu-pg/Program-Synthesis-using-PG: This repository aims to synthesize programs in BrainFuck language. It takes Input-Output examples as input to generate program. The model uses Reinforcement learning to train model to generate model. The agent in RL task is generative RNN model, which samples programs in BF.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
__pycache__		__pycache__
Major_poster.jpg		Major_poster.jpg
Program synthesis report.pdf		Program synthesis report.pdf
RNN.py		RNN.py
agent.py		agent.py
brainfuck.py		brainfuck.py
capstoneEndsem-Auto-program-generation_PPT.pptx		capstoneEndsem-Auto-program-generation_PPT.pptx
getch.py		getch.py
main.py		main.py
reward.py		reward.py
utils.py		utils.py

About

This repository aims to synthesize programs in BrainFuck language. It takes Input-Output examples as input to generate program. The model uses Reinforcement learning to train model to generate model. The agent in RL task is generative RNN model, which samples programs in BF.