Pettingzoo Python Packages

dsse

The Drone Swarm Search project provides an environment for SAR missions built on PettingZoo, where agents, represented by drones, are tasked with locating targets identified as shipwrecked individuals.

sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

magbotsim

Magnetic Robotics simulation including reinforcement learning environments based on MuJoCo

reinfors

High-throughput reinforcement-learning search and sampling in Rust, with caller-owned Python networks and training

blocksworld3d

3D version of the classic Blocksworld environment for reinforcement learning

gobblet-rl

Interactive Multi-Agent Reinforcement Learning Environment for the board game Gobblet using PettingZoo.

azul-marl-env

A Multi-agent reinforcement learning environment for Azul board game

fanorona-aec

A PettingZoo AECEnv implementation of the board game Fanorona

gama-pettingzoo

A python library to make gama agents controllable through petting zoo

gymize

Unity and Python Reinforcement and Imitation Learning with Gymnasium and PettingZoo API.

cathedral-rl

Interactive Multi-Agent Reinforcement Learning Environment for the board game Cathedral using PettingZoo

rbgame

Simulation a board game with reinforcement learning.

voyager-island

A deterministic two-agent reinforcement-learning benchmark for long-horizon coordination on procedural islands

rlskyjo

Multi-Agent Reinforcement Learning Environment for the card game SkyJo, compatible with PettingZoo and RLLIB