General Multi-turn FrozenLake - #429
Merged
hiyuchang merged 23 commits intoDec 11, 2025
Merged
Conversation
Contributor
Summary of ChangesHello @pan-x-c, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request introduces a comprehensive example for a multi-turn FrozenLake agent, integrating it with the Agentscope framework. The changes encompass the creation of a specialized agent, a customized environment, and supporting utilities, all configured via a dedicated YAML file. The primary goal is to showcase how an AI agent can effectively navigate and solve the FrozenLake problem within a structured agent framework. Highlights
Using Gemini Code AssistThe full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips. Invoking Gemini You can request assistance from Gemini at any point by creating a comment using either
Customization To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a Limitations & Feedback Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here. You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension. Footnotes
|
![gemini-code-assist[bot]](https://avatars.githubusercontent.com/in/956858?s=60&v=4){kind=small}
Contributor
There was a problem hiding this comment.
Code Review
This pull request introduces a new example for a multi-turn FrozenLake agent using the agentscope framework. The implementation is spread across several new files, including the agent logic, environment wrapper, workflow, and utilities. While this is a valuable addition, I've identified a critical bug in the agent's step counting logic and a high-severity issue with how it handles invalid actions, both of which would prevent the agent from functioning correctly. I've also pointed out several medium-severity issues related to rendering, documentation, and code clarity. Please address these points to ensure the example is robust and correct.
hiyuchang
reviewed
Dec 4, 2025
Collaborator
Author
|
/unittest-all |
Summary
Failed Tests
Skipped
Tests
Github Test Reporter by CTRF 💚 |
Collaborator
Author
|
/unittest-module-cli |
Collaborator
Author
|
/unittest-module-manager |
Summary
Tests
Github Test Reporter by CTRF 💚 |
Summary
Tests
Github Test Reporter by CTRF 💚 |
pan-x-c
changed the title
hiyuchang
reviewed
Dec 10, 2025
Collaborator
Author
|
/unittest-all |
Summary
Failed Tests
Skipped
Tests
Github Test Reporter by CTRF 💚 |
Collaborator
Author
|
/unittest-module-manager |
Summary
Tests
Github Test Reporter by CTRF 💚 |
chenyushuo
reviewed
Dec 11, 2025
chenyushuo
reviewed
Dec 11, 2025
chenyushuo
approved these changes
Dec 11, 2025
hiyuchang
approved these changes
Dec 11, 2025
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Description
As the title says
Checklist
Please check the following items before code is ready to be reviewed.