chenming-1

Lpbox-ADMM

A generic optimization method for any integer programming problem

GreenPepper

MADRL

Repo containing code for multi-agent deep reinforcement learning (MADRL).

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

MAAC

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

ElegantRL

Massively Parallel Deep Reinforcement Learning. 🔥

DRL-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

XAI-in-RL

SQDDPG

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''.

AquaRL

QTRAN

There will be updates later

MAPDN

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

light_mappo

Lightweight version of MAPPO to help you quickly migrate to your local environment.

pymarl2

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

Qatten_Multiagent_RL

Implement of Qatten on SMAC (updating)

Poker-Fictitious-Play

Fictitious Self-play & Reinforcement Learning

Bilevel-Optimization-in-Coordination-Game

code implementation for 'Bi-level Actor-Critic for Multi-agent Coordination'(AAAI2020)

DRLib

DRLib：a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.

ADMM

Examples/code for the alternating direction method of multipliers (ADMM)

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

PyTorch-Counterfactual-Multi-Agent-Policy-Gradients-COMA

MARL-Algorithms

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

MAProj

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

CommNet

an implementation of CommNet

CommNet

PyTorch implementation of CommNet

CommNet-Reproduced-for-Levers-Task

A pytorch implementation of commNet on the levers task from "Learning Multiagent Communication with Backpropagation" paper. Reproduced from https://github.com/facebookarchive/CommNet

-Review-Learning-Multiagent-Communication-with-Backpropagation-CommNet-

[Review & Implementation]

PARL

A high-performance distributed training framework for Reinforcement Learning

scalable_maddpg

scalable multi agents reinforcement learning

pytorch-DRL

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.