Popular GitHub Repositories for Multi Agent Reinforcement Learning

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

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

? A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

A collection of MARL benchmarks based on TorchRL

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).

Reinforcement Learning approaches for learning communication in Multi Agent Systems.

Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).

Datasets with baselines for offline multi-agent reinforcement learning.

Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x

[NeurIPS 2021] Official implementation of paper "Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization".

This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.

Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment

TensorSwarm: A framework for reinforcement learning of robot swarms.