Farama-Foundation repositories

45 repositories

farama.org
Public
HTML
•3•6•0•0•Updated Aug 29, 2026Aug 29, 2026
Gymnasium
Public
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
api reinforcement-learning gym
api reinforcement-learning gym
Python
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MIT License
•1.4k•12k•62•15•Updated Aug 28, 2026Aug 28, 2026
Shimmy
Public
PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama
reinforcement-learning deepmind-lab gymnasium
reinforcement-learning deepmind-lab gymnasium deepmind-control-suite gymnasium-environment
Python
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MIT License
•28•222•1•1•Updated Aug 27, 2026Aug 27, 2026
Minigrid
Public
Simple and easily configurable grid world environments for reinforcement learning
gymnasium gridworld-environment gymnasium-environment
gymnasium gridworld-environment gymnasium-environment
Python
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Other
•647•2.5k•15•8•Updated Aug 24, 2026Aug 24, 2026
Celshast
Public
Sass
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MIT License
•5•6•0•1•Updated Aug 23, 2026Aug 23, 2026
HighwayEnv
Public
A collection of environments for autonomous driving and tactical decision-making tasks
reinforcement-learning autonomous-driving gymnasium-environment
reinforcement-learning autonomous-driving gymnasium-environment
Python
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MIT License
•887•3.3k•36•4•Updated Aug 22, 2026Aug 22, 2026
MAgent2
Public
An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments
Python
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MIT License
•61•341•13•2•Updated Aug 21, 2026Aug 21, 2026
ViZDoom
Public
Reinforcement Learning environments based on the 1993 game Doom :godmode:
python reinforcement-learning deep-learning
python reinforcement-learning deep-learning examples doom vizdoom gymnasium gymnasium-environment
C++
•449•2.1k•30•9•Updated Aug 21, 2026Aug 21, 2026
Arcade-Learning-Environment
Public
A simple framework that allows researchers and hobbyists to develop AI agents for Atari 2600 games
C++
•
GNU General Public License v2.0
•477•2.4k•30•10•Updated Aug 19, 2026Aug 19, 2026
MO-Gymnasium
Public
Multi-objective Gymnasium environments for reinforcement learning
reinforcement-learning multi-objective gymnasium
reinforcement-learning multi-objective gymnasium morl multi-objective-rl gymnasium-environment
Python
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MIT License
•58•761•6•4•Updated Aug 19, 2026Aug 19, 2026
MPE2
Public
A set of communication oriented environments
Python
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MIT License
•20•427•4•3•Updated Aug 19, 2026Aug 19, 2026
MiniWoB-plusplus
Public
A collection of reinforcement learning environments for simple web interaction tasks
HTML
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MIT License
•58•398•3•0•Updated Aug 13, 2026Aug 13, 2026
PettingZoo
Public
A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
api reinforcement-learning gymnasium
api reinforcement-learning gymnasium multiagent-reinforcement-learning multi-agent-reinforcement-learning
Python
•
MIT License
•520•3.5k•21•25•Updated Aug 13, 2026Aug 13, 2026
MOMAland
Public
Multi-objective multi-agent API and environments
Python
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GNU General Public License v3.0
•21•129•1•6•Updated Aug 10, 2026Aug 10, 2026
Metaworld
Public
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
multi-task mujoco meta-rl
multi-task mujoco meta-rl benchmark-environments
Python
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MIT License
•351•1.9k•4•9•Updated Aug 10, 2026Aug 10, 2026
minari-dataset-generation-scripts
Public
Scripts to recreate the D4RL datasets with Minari
Python
•
MIT License
•6•25•1•5•Updated Aug 9, 2026Aug 9, 2026
Stable-Retro
Public
A fork of gym-retro with additional games, emulators and supported platforms
machine-learning research reinforcement-learning
machine-learning research reinforcement-learning retro videogames gymnasium
C++
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MIT License
•78•683•3•9•Updated Aug 8, 2026Aug 8, 2026
CrowdPlay
Public
A web based platform for collecting human actions in reinforcement learning environments
Jupyter Notebook
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MIT License
•4•31•1•10•Updated Aug 7, 2026Aug 7, 2026
Minari
Public
A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
reinforcement-learning datasets gymnasium
reinforcement-learning datasets gymnasium offline-rl
Python
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Other
•73•1.3k•18•5•Updated Aug 4, 2026Aug 4, 2026
Procgen-Staging
Public
Procgen2: A community maintained fork of procgen
C++
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MIT License
•223•12•1•1•Updated Aug 3, 2026Aug 3, 2026
A2Perf
Public
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 e…
Python
•
MIT License
•3•10•0•1•Updated Aug 3, 2026Aug 3, 2026
Jumpy
Public
On-the-fly conversions between Jax and NumPy tensors
Python
•
Apache License 2.0
•9•56•7•2•Updated Aug 3, 2026Aug 3, 2026
Gymnasium-Robotics
Public
A collection of robotics simulation environments for reinforcement learning
reinforcement-learning robotics simulation
reinforcement-learning robotics simulation gymnasium mujoco d4rl
Python
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MIT License
•138•962•8•3•Updated Aug 2, 2026Aug 2, 2026
Procgen2
Public
Fast and procedurally generated side-scroller-game-like graphical environments (formerly Procgen)
C++
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MIT License
•8•36•0•0•Updated Aug 2, 2026Aug 2, 2026
Multi-Agent-ALE
Public
The Arcade Learning Environment (ALE) -- a platform for AI research.
C++
•
GNU General Public License v2.0
•477•27•5•0•Updated Jul 13, 2026Jul 13, 2026
SuperSuit
Public
A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers
Python
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Other
•69•493•7•8•Updated Jul 13, 2026Jul 13, 2026
AutoROM
Public
A tool to automate installing Atari ROMs for the Arcade Learning Environment
Python
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MIT License
•23•79•5•0•Updated Jul 13, 2026Jul 13, 2026
gym-notices
Public
Python
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MIT License
•2•1•0•0•Updated Jul 3, 2026Jul 3, 2026
Gym-Docs
Public
HTML
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MIT License
•0•0•0•0•Updated Jul 2, 2026Jul 2, 2026
Farama-Notifications
Public
Allows for providing notifications on import to all Farama Packages
Python
•
MIT License
•4•3•0•0•Updated Apr 23, 2026Apr 23, 2026

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Farama Foundation

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45 repositories

farama.org

Gymnasium

Shimmy

Minigrid

Celshast

HighwayEnv

MAgent2

ViZDoom

Arcade-Learning-Environment

MO-Gymnasium

MPE2

MiniWoB-plusplus

PettingZoo

MOMAland

Metaworld

minari-dataset-generation-scripts

Stable-Retro

CrowdPlay

Minari

Procgen-Staging

A2Perf

Jumpy

Gymnasium-Robotics

Procgen2

Multi-Agent-ALE

SuperSuit

AutoROM

gym-notices

Gym-Docs

Farama-Notifications

Repositories list

45 repositories