#5 · Primary category: Agent-Based Modeling & Simulation

ChatArena

ai artificial-intelligence chatgpt gpt-4 large-language-models multi-agent multi-agent-reinforcement-learning multi-agent-simulation natural-language-processing python

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

Project last updated:08/11/25

GitHub Stars

1.6K

Forks

150

Contributors

16

License

Apache-2.0

Why we included this project

Researchers and engineers studying how large language models coordinate and collaborate with one another will find a useful test bed here. ChatArena is a Python library for defining multi-agent "language games": structured environments where you set up multiple LLM players, give them roles and rules, and let them converse under controlled conditions. It ships with several ready-made game environments plus both a web UI and a CLI, so you can run and observe agent interactions without much glue code. One caveat: the project is now officially deprecated and no longer receives updates or support, so treat it as a stable reference for building your own multi-agent simulation and evaluation setups rather than a foundation for fresh production work.

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