Multiagent Reinforcement Learning Python Packages

pettingzoo

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

dm-meltingpot

A suite of test scenarios for multi-agent reinforcement learning.

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.

di-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

jaxmarl

Multi-Agent Reinforcement Learning with JAX

rl-warp-drive

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

gobblet-rl

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

gama-pettingzoo

A python library to make gama agents controllable through petting zoo

cathedral-rl

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