Owner

Farama-Foundation

29 indexed repositories · View on GitHub

• Gymnasium

  A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly ...

  Python · 12533 stars

• PettingZoo

  A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

  Python · 3515 stars

• HighwayEnv

  A collection of environments for autonomous driving and tactical decision-making tasks

  Python · 3313 stars

• Minigrid

  Simple and easily configurable grid world environments for reinforcement learning

  Python · 2509 stars

• Arcade-Learning-Environment

  A simple framework that allows researchers and hobbyists to develop AI agents for Atari 2600 games

  C++ · 2451 stars

• ViZDoom

  Reinforcement Learning environments based on the 1993 game Doom :godmode:

  C++ · 2072 stars

• Gymnasium-Robotics

  A collection of robotics simulation environments for reinforcement learning

  Python · 1956 stars

• Metaworld

  Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

  Python · 1881 stars

• Minari

  A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities

  Python · 1774 stars

• D4RL

  A collection of reference environments for offline reinforcement learning

  Python · 1705 stars

• ChatArena

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

  Python · 1561 stars

• MO-Gymnasium

  Multi-objective Gymnasium environments for reinforcement learning

  Python · 1245 stars

• Stable-Retro

  A fork of gym-retro with additional games, emulators and supported platforms

  C++ · 1077 stars

• MAgent2

  An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

  Python · 964 stars

• Shimmy

  PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama

  Python · 945 stars

• MPE2

  A set of communication oriented environments

  Python · 803 stars

• Miniworld

  Simple and easily configurable 3D FPS-game-like environments for reinforcement learning

  Python · 778 stars

• Procgen2

  Fast and procedurally generated side-scroller-game-like graphical environments (formerly Procgen)

  C++ · 662 stars

• SuperSuit

  A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers

  Python · 493 stars

• MiniWoB-plusplus

  A collection of reinforcement learning environments for simple web interaction tasks

  HTML · 400 stars

• 9 more repositories live on View on GitHub