Farama Foundation
The Farama foundation is a nonprofit organization working to develop and maintain open source reinforcement learning tools.
Pinned Repositories
Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
chatarena
ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Gymnasium-Robotics
A collection of robotics simulation environments for reinforcement learning
HighwayEnv
A minimalist environment for decision-making in autonomous driving
Minari
A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
Minigrid
Simple and easily configurable grid world environments for reinforcement learning
PettingZoo
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
Shimmy
An API conversion tool for popular external reinforcement learning environments
ViZDoom
Reinforcement Learning environments based on the 1993 game Doom :godmode:
Farama Foundation's Repositories
Farama-Foundation/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Farama-Foundation/HighwayEnv
A minimalist environment for decision-making in autonomous driving
Farama-Foundation/PettingZoo
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
Farama-Foundation/Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
Farama-Foundation/Minigrid
Simple and easily configurable grid world environments for reinforcement learning
Farama-Foundation/ViZDoom
Reinforcement Learning environments based on the 1993 game Doom :godmode:
Farama-Foundation/chatarena
ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
Farama-Foundation/D4RL
A collection of reference environments for offline reinforcement learning
Farama-Foundation/Metaworld
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
Farama-Foundation/Miniworld
Simple and easily configurable 3D FPS-game-like environments for reinforcement learning
Farama-Foundation/Gymnasium-Robotics
A collection of robotics simulation environments for reinforcement learning
Farama-Foundation/SuperSuit
A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers
Farama-Foundation/MicroRTS
A simple and highly efficient RTS-game-inspired environment for reinforcement learning
Farama-Foundation/miniwob-plusplus
MiniWoB++: a web interaction benchmark for reinforcement learning
Farama-Foundation/MO-Gymnasium
Multi-objective Gymnasium environments for reinforcement learning
Farama-Foundation/Minari
A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
Farama-Foundation/MicroRTS-Py
A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)
Farama-Foundation/MAgent2
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
Farama-Foundation/stable-retro
Retro games for Reinforcement Learning
Farama-Foundation/Shimmy
An API conversion tool for popular external reinforcement learning environments
Farama-Foundation/momaland
Benchmarks for Multi-Objective Multi-Agent Decision Making
Farama-Foundation/Multi-Agent-ALE
The Arcade Learning Environment (ALE) -- a platform for AI research.
Farama-Foundation/rlay
A relay between Gymnasium and any software
Farama-Foundation/gymnasium-env-template
A template gymnasium environment for users to build upon
Farama-Foundation/A2Perf
A2Perf is a benchmark for evaluating agents on sequential decision problems that are relevant to the real world. This repository contains code for running and evaluating participant's submissions on the benchmark platform.
Farama-Foundation/farama.org
Farama-Foundation/a2perf-code-carbon
Farama-Foundation/a2perf-quadruped-locomotion
Farama-Foundation/a2perf-web-nav
Farama-Foundation/a2perf-circuit-training