pettingzoo has 324K monthly downloads and 3K GitHub stars. Version 1.26.1 supports Python <3.15,>=3.9, first published in 2020.
It is actively maintained under a permissive license, last released in Apr 2026.
It is built on top of gymnasium and numpy. It is used by 78 tracked packages, including tianshou, kaggle-environments and gymnasium-robotics.
GitHub topics include api, gymnasium and multi-agent-reinforcement-learning.
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Dependencies
29 optional dependencies
- autorom[testing]
- box2d-py[sisl]
- box2d-py[all]
- chess[classic]
- chess[all]
- multi-agent-ale-py[all]
- multi-agent-ale-py[atari]
- pillow[all]
- pillow[other]
- pre-commit[testing]
- pygame-ce[classic]
- pygame-ce[all]
- pygame-ce[atari]
- pygame-ce[butterfly]
- pygame-ce[sisl]
- pymunk[all]
- pymunk[butterfly]
- pymunk[sisl]
- pynput[testing]
- pytest[testing]
- pytest-cov[testing]
- pytest-markdown-docs[testing]
- pytest-xdist[testing]
- rlcard[all]
- rlcard[classic]
- scipy[all]
- scipy[sisl]
- shimmy[all]
- shimmy[classic]
Used By
- tianshou
- kaggle-environments
- gymnasium-robotics
- agilerl
- poke-env
- mettagrid
- blokus-rl
- mpe2
- pyflyt
- pufferlib
- masa-safe-rl
- dsse
- replicantdrivesim
- clemcore
- footsies-gym
- reinforcement-learning-framework
- bsk-rl
- sumo-rl
- cogrid
- nmmo
- animo-trainer
- luxai-s2
- sotopia
- xuance
- joint-sim
- routerlurb
- gobblet-rl
- aigs
- pzu
- failure-api
- marl-aquarium
- bridgezoo
- generals-bots
- magbotsim
- sustaingym
- coltra
- safe-autonomy-sims
- azul-marl-env
- unstable-baselines3
- cognac
- syllabus-rl
- umshini
- rl-curriculum-bench
- mlgame3d-envs
- pokegym
- navground-learning
- ethical-smart-grid
- momaland
- multiagent-rl-rm
- cogment-lab