Skip to content

@Farama-Foundation Farama Foundation

Change the repository type filter

All

    Repositories list

    50 repositories

    • farama.org

      Public
      HTML
      •7•4•0•0•Updated Nov 2, 2025Nov 2, 2025

    • Shimmy

      Public
      An API conversion tool for popular external reinforcement learning environments
      reinforcement-learningdeepmind-labgymnasiumgym-environmentdeepmind-control-suite
      Python
      •
      MIT License
      •24•191•4•3•Updated Oct 28, 2025Oct 28, 2025

    • Arcade-Learning-Environment

      Public
      The Arcade Learning Environment (ALE) -- a platform for AI research.
      C++
      •
      GNU General Public License v2.0
      •454•2.4k•29•8•Updated Oct 28, 2025Oct 28, 2025

    • Gymnasium

      Public
      An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
      apireinforcement-learninggym
      Python
      •
      MIT License
      •1.2k•11k•75•6•Updated Oct 28, 2025Oct 28, 2025

    • PettingZoo

      Public
      An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
      apireinforcement-learninggymgymnasiummultiagent-reinforcement-learningmulti-agent-reinforcement-learning
      Python
      •
      Other
      •456•3.2k•40•11•Updated Oct 28, 2025Oct 28, 2025

    • stable-retro

      Public
      Retro games for Reinforcement Learning
      machine-learningreinforcement-learningretrovideogamesgymnasium
      C
      •
      MIT License
      •60•311•14•8•Updated Oct 27, 2025Oct 27, 2025

    • Gymnasium-Robotics

      Public
      A collection of robotics simulation environments for reinforcement learning
      reinforcement-learningroboticssimulationgymnasiummujocod4rl
      Python
      •
      MIT License
      •123•791•16•8•Updated Oct 27, 2025Oct 27, 2025

    • Minigrid

      Public
      Simple and easily configurable grid world environments for reinforcement learning
      gymgridworld-environment
      Python
      •
      Other
      •634•2.3k•25•10•Updated Oct 27, 2025Oct 27, 2025

    • Miniworld

      Public
      Simple and easily configurable 3D FPS-game-like environments for reinforcement learning
      Python
      •
      Apache License 2.0
      •143•741•2•6•Updated Oct 27, 2025Oct 27, 2025

    • ViZDoom

      Public
      Reinforcement Learning environments based on the 1993 game Doom :godmode:
      pythonreinforcement-learningdeep-learningexamplesdoomvizdoomgymnasiumgym-environment
      C++
      •422•1.9k•32•5•Updated Oct 26, 2025Oct 26, 2025

    • Minari

      Public
      A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
      reinforcement-learningdatasetsgymnasiumoffline-rl
      Python
      •
      Other
      •62•451•18•5•Updated Oct 24, 2025Oct 24, 2025

    • HighwayEnv

      Public
      A minimalist environment for decision-making in autonomous driving
      reinforcement-learningautonomous-drivinggym-environment
      Python
      •
      MIT License
      •824•3k•75•6•Updated Oct 18, 2025Oct 18, 2025

    • momaland

      Public
      Benchmarks for Multi-Objective Multi-Agent Decision Making
      Python
      •
      GNU General Public License v3.0
      •18•111•2•0•Updated Oct 7, 2025Oct 7, 2025

    • CrowdPlay

      Public
      A web based platform for collecting human actions in reinforcement learning environments
      Jupyter Notebook
      •
      MIT License
      •3•30•1•0•Updated Sep 10, 2025Sep 10, 2025

    • AutoROM

      Public
      A tool to automate installing Atari ROMs for the Arcade Learning Environment
      Python
      •
      MIT License
      •23•77•6•0•Updated Aug 11, 2025Aug 11, 2025

    • SuperSuit

      Public
      A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers
      Python
      •
      Other
      •63•488•7•1•Updated Aug 11, 2025Aug 11, 2025

    • rlay

      Public
      A relay between Gymnasium and any software
      Rust
      •
      MIT License
      •0•11•9•1•Updated Aug 11, 2025Aug 11, 2025

    • chatarena

      Public
      ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
      pythonnatural-language-processingaiartificial-intelligencemulti-agentmulti-agent-simulationmulti-agent-reinforcement-learninggpt-4large-language-modelschatgpt
      Python
      •
      Apache License 2.0
      •145•1.5k•5•2•Updated Aug 11, 2025Aug 11, 2025

    • MicroRTS

      Public
      A simple and highly efficient RTS-game-inspired environment for reinforcement learning
      Java
      •
      GNU General Public License v3.0
      •114•327•3•1•Updated Aug 11, 2025Aug 11, 2025

    • MicroRTS-Py

      Public
      A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)
      Python
      •
      MIT License
      •61•269•14•14•Updated Aug 11, 2025Aug 11, 2025

    • TinyScaler

      Public
      A small and fast image rescaling library with SIMD support
      C
      •
      MIT License
      •6•22•2•0•Updated Aug 11, 2025Aug 11, 2025

    • Metaworld

      Public
      Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
      multi-taskmujocometa-rlbenchmark-environments
      Python
      •
      MIT License
      •312•1.6k•7•0•Updated Jul 31, 2025Jul 31, 2025

    • gym-notices

      Public
      Python
      •
      MIT License
      •2•1•0•0•Updated Jul 27, 2025Jul 27, 2025

    • minari-dataset-generation-scripts

      Public
      Scripts to recreate the D4RL datasets with Minari
      Python
      •
      MIT License
      •5•21•1•1•Updated Jul 21, 2025Jul 21, 2025

    • MPE2

      Public
      A set of communication oriented environments
      Python
      •
      MIT License
      •10•19•3•3•Updated Jul 15, 2025Jul 15, 2025

    • MO-Gymnasium

      Public
      Multi-objective Gymnasium environments for reinforcement learning
      reinforcement-learninggymmulti-objectivegymnasiumgym-environmentsmorlmulti-objective-rl
      Python
      •
      MIT License
      •51•349•2•3•Updated Jul 2, 2025Jul 2, 2025

    • gym-docs

      Public
      Code for Gym documentation website
      MIT License
      •49•43•1•1•Updated Jun 29, 2025Jun 29, 2025

    • Celshast

      Public
      Sass
      •
      MIT License
      •3•4•0•0•Updated May 12, 2025May 12, 2025

    • miniwob-plusplus

      Public
      MiniWoB++: a web interaction benchmark for reinforcement learning
      HTML
      •
      MIT License
      •55•348•3•1•Updated May 5, 2025May 5, 2025

    • MAgent2

      Public
      An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
      C++
      •
      MIT License
      •54•307•20•2•Updated Feb 19, 2025Feb 19, 2025