Farama-Foundation

Farama-Foundation/PettingZoo

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

22 good first / help-wanted issues · Python · last activity Jul 6, 2026

api gymnasium multi-agent-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning
22 Open Issues Need Help Last updated: Jul 6, 2026

Open Issues Need Help

View All on GitHub
documentation help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
enhancement help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
enhancement help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
bug documentation good first issue
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
enhancement help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
enhancement help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
enhancement help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
enhancement help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
enhancement help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
enhancement help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
help wanted
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning
Farama-Foundation/PettingZoo
3.5K

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

Python
#api#gymnasium#multi-agent-reinforcement-learning#multiagent-reinforcement-learning#reinforcement-learning