ChatArena

ChatArena is a versatile library designed for researchers exploring the dynamic interactions of autonomous AI agents. It provides multi-agent language game environments, facilitating the development of communication and collaboration skills in Large Language Models (LLMs). The platform offers diverse scenarios, including moderated conversations and social deduction games like Chameleon, where one player tries to blend in without knowing the secret word. Users can also implement classic games like Chess and Tic-Tac-Toe, with the option to create completely customized environments.

The library comes equipped with a user-friendly Web UI demo for immediate exploration, as well as a command-line interface (CLI) for more controlled experimentation. ChatArena offers flexibility and extensive customization allowing researchers to define new environments, integrate existing game libraries, and tailor the interactions to specific research questions. The project actively encourages community contributions and provides detailed tutorials, making it an accessible tool for both seasoned AI researchers and newcomers alike.