pettingzoo

Gymnasium for multi-agent reinforcement learning

These details have not been verified by PyPI

Project links

Homepage

Project description

PettingZoo is a Python library for conducting research in multi-agent reinforcement learning, akin to a multi-agent version of Gymnasium.

The documentation website is at pettingzoo.farama.org and we have a public discord server (which we also use to coordinate development work) that you can join here: https://discord.gg/nhvKkYa6qX

Environments

PettingZoo includes the following families of environments:

Atari: Multi-player Atari 2600 games (cooperative, competitive and mixed sum)
Butterfly: Cooperative graphical games developed by us, requiring a high degree of coordination
Classic: Classical games including card games, board games, etc.
MPE: A set of simple nongraphical communication tasks, originally from https://github.com/openai/multiagent-particle-envs
SISL: 3 cooperative environments, originally from https://github.com/sisl/MADRL

Project details

These details have not been verified by PyPI

Project links

Homepage

Release history Release notifications | RSS feed

1.24.3

Jan 18, 2024

1.24.2

Nov 16, 2023

1.24.1

Sep 4, 2023

1.24.0

Aug 22, 2023

1.23.1

May 24, 2023

1.23.0

May 15, 2023

1.22.4 yanked

Mar 20, 2023

This version

1.22.3

Dec 28, 2022

1.22.2

Nov 11, 2022

1.22.1

Oct 25, 2022

1.22.0

Oct 7, 2022

1.21.0

Sep 24, 2022

1.20.1

Aug 7, 2022

1.19.0

Jun 21, 2022

1.18.1

Apr 29, 2022

1.17.0

Mar 15, 2022

1.16.0

Mar 5, 2022

1.15.0

Jan 28, 2022

1.14.0

Dec 5, 2021

1.13.1

Oct 19, 2021

1.13.0 yanked

Oct 19, 2021

Reason this release was yanked:

chess version was not bumped

1.12.0

Oct 8, 2021

1.11.2

Aug 27, 2021

1.11.1

Aug 19, 2021

1.11.0

Aug 2, 2021

1.10.0

Jul 17, 2021

1.9.0

Jun 12, 2021

1.8.2

May 14, 2021

1.8.1

Apr 16, 2021

1.8.0

Apr 4, 2021

1.7.0

Mar 27, 2021

1.6.1

Mar 8, 2021

1.6.0

Feb 21, 2021

1.5.2

Jan 29, 2021

1.5.1

Jan 13, 2021

1.5.0

Jan 5, 2021

1.4.2

Nov 26, 2020

1.4.1 yanked

Nov 24, 2020

Reason this release was yanked:

screwed up

1.4.0

Nov 7, 2020

1.3.5

Oct 14, 2020

1.3.4

Oct 3, 2020

1.3.3

Sep 23, 2020

1.3.2

Sep 17, 2020

1.3.1

Sep 16, 2020

1.3.0

Sep 8, 2020

1.2.1

Sep 1, 2020

1.2.0

Aug 28, 2020

1.1.0

Aug 22, 2020

1.0.1

Aug 12, 2020

1.0.0

Aug 7, 2020

0.1.14

Aug 6, 2020

0.1.13

Aug 5, 2020

0.1.12

Jul 19, 2020

0.1.11

Jul 10, 2020

0.1.10

Jul 4, 2020

0.1.9

Jun 24, 2020

0.1.8

May 27, 2020

0.1.7

May 27, 2020

0.1.6

May 12, 2020

0.1.5

May 9, 2020

0.1.4

May 6, 2020

0.1.3

May 6, 2020

0.1.2

May 5, 2020

0.1.1

May 5, 2020

0.1.0

May 5, 2020

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