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Farama-Foundation / PettingZoo

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

Repository stars
3,552All-time #17,440
Fork
555
Last push
updated 6 days ago
Repository created
since 2020
AgentsMulti-agent collaborationPythonMIT · Permissive
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About

Summarised by AI from the README; the original prevails

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

Basic listing based on official public information; functionality has not been independently evaluated.

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Star trend

3,5503,5513,55111-03 · 3,55010-0710-1210-1710-2210-2711-0111-05
Raw observations · 2
Historical observations
Measured atRepository starsSource
2026-11-06 15:43 UTC3,552Source
2026-11-03 09:40 UTC3,550Source

First collected 2026-11-03Measured at 2026-11-06 15:43 UTCSourceLicense source

Compiled from public project information; not independently tested. · Repository stars, not unique users or individual-skill installs · License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited.