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PettingZoo

PettingZoo

by Farama-Foundation · GitHub

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

# api# gymnasium# multi-agent-reinforcement-learning# multiagent-reinforcement-learning
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⭐ Stars
3.5k
🍴 Forks
511
📜 License
License not specified
📅 Created
2020
🔄 Last commit
6 days ago
🏷️ Category
api
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📈 Star history
3 4713 469
2026-07-152026-07-21
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A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

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What is PettingZoo?

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

Is PettingZoo open source?

PettingZoo is an open-source project.

Is PettingZoo free?

Yes. PettingZoo is free and open source — you can use, modify and self-host it.

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