wsg1873

MCCG

LeMOL

Experimenting with meta-learning approaches to opponent modelling in MARL. Building upon previous public implementations of MADDPG and M3DDPG.

ai-arena

The AI Arena: A framework for distributed multi-agent reinforcement learning

CS294-HW1-Pytorch

damarl

Codes for Paper "Delay-Aware Multi-Agent Reinforcement Learning".

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

DQLMRS

Code for "Decentralized Function Approximated Q-Learning in Multi-Robot Systems For Predator Avoidance""

Emergent-Multiagent-Strategies

Emergence of complex strategies through multiagent competition

geom-gcn

IC3Net

Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

liir

Learning Individual Intrinsic Reward in MARL

MaCA

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

marl_transfer

Code for paper 'Learning transferable cooperative behaviors in multi-agent teams' (ICML 2019)

MERL

Multi-Explore

Code for "Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning"

multiagent-confrontation

This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".

neural-mmo

Code for the paper "Neural MMO: A Massively Multiagent Game Environment for Training and Evaluating Intelligent Agents"

on-policy

This is the official implementation of Multi-Agent PPO.

pymarl2

Rethinking the Importance of Implementation Tricks in Multi-Agent Reinforcement Learning

PyTorch-Tutorial

Build your neural network easy and fast

RelationalGraphLearning

[IROS20] Relational graph learning for crowd navigation

RGAT-ABSA

RL-CBF

robust_cbf

rtrl

sequential_social_dilemma_games

Repo for reproduction of sequential social dilemmas

social_empowerment

StarCraft

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