Farama-Foundation/Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
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A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama