Gym for multi-agent reinforcement learning

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for jj_shoots from gravatar.com jj_shoots Avatar for jkterry from gravatar.com jkterry Avatar for pseudornd from gravatar.com pseudornd

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • Author: PettingZoo Team
  • Tags Reinforcement Learning, game, RL, AI, gym
  • Requires: Python >=3.6

Project description

PettingZoo

PettingZoo is Python library for conducting research in multi-agent reinforcement learning. It's akin to a multi-agent version of OpenAI's Gym library.

We model environments as Agent Environment Cycle (AEC) games, in order to be able to support all types of multi-agent RL environments under one API.

Environment Types and Installation

PettingZoo includes the following sets of games:

  • atari: Multi-player Atari 2600 games (both cooperative and competitive)
  • classic: Classical, nongraphical, competitive games (i.e. chess, Texas hold 'em, and go)
  • gamma: Cooperative graphical games developed by us. Policies for these must learn very coordinated behaviors.
  • magent: Environments with massive numbers of particle agents, originally from https://github.com/geek-ai/MAgent
  • 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

To install, use pip install pettingzoo

We support Python 3.6, 3.7 and 3.8

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for jj_shoots from gravatar.com jj_shoots Avatar for jkterry from gravatar.com jkterry Avatar for pseudornd from gravatar.com pseudornd

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • Author: PettingZoo Team
  • Tags Reinforcement Learning, game, RL, AI, gym
  • Requires: Python >=3.6

Release history Release notifications | RSS feed

1.24.3

1.24.2

1.24.1

1.24.0

1.23.1

1.23.0

1.22.4 yanked

1.22.3

1.22.2

1.22.1

1.22.0

1.21.0

1.20.1

1.19.0

1.18.1

1.17.0

1.16.0

1.15.0

1.14.0

1.13.1

1.13.0 yanked

Reason this release was yanked:

chess version was not bumped

1.12.0

1.11.2

1.11.1

1.11.0

1.10.0

1.9.0

1.8.2

1.8.1

1.8.0

1.7.0

1.6.1

1.6.0

1.5.2

1.5.1

1.5.0

1.4.2

1.4.1 yanked

Reason this release was yanked:

screwed up

1.4.0

1.3.5

1.3.4

1.3.3

1.3.2

1.3.1

1.3.0

1.2.1

1.2.0

1.1.0

1.0.1

1.0.0

0.1.14

0.1.13

0.1.12

0.1.11

0.1.10

0.1.9

0.1.8

0.1.7

0.1.6

0.1.5

This version

0.1.4

0.1.3

0.1.2

0.1.1

0.1.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

PettingZoo-0.1.4.tar.gz (629.3 kB view hashes)

Uploaded Source

Built Distribution

PettingZoo-0.1.4-py3-none-any.whl (719.6 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page