Multiagent Reinforcement Learning Python Packages

pettingzoo

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

jaxmarl

Multi-Agent Reinforcement Learning with JAX

di-engine

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

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.

dm-meltingpot

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

rl-warp-drive

Framework for fast end-to-end multi-agent reinforcement learning on GPUs.

gobblet-rl

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

cathedral-rl

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

gama-pettingzoo

A PettingZoo environment for multi-agent reinforcement learning with GAMA agent-based simulations