chenlheng

SJTUThesis

上海交通大学 XeLaTeX 学位论文及课程论文模板 Shanghai Jiao Tong University XeLaTeX Thesis Template

MAAC

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

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''.

mapr2

malib

A Multi-agent Learning Framework

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

MAVEN

Submission for MAVEN: Multi-Agent Variational Exploration

ray

A fast and simple framework for building and running distributed applications.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

pymarl

Beta code release for Python Multi-Agent Reinforcement Learning framework

ml-agents

Unity Machine Learning Agents Toolkit

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

dm_control

The DeepMind Control Suite and Package

roboschool

Open-source software for robot simulation, integrated with OpenAI Gym.

HFO

Half Field Offense in Robocup 2D Soccer

m3ddpg

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

StatLearning

ELF

An End-To-End, Lightweight and Flexible Platform for Game Research

InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

pysc2-rl-agent

DRL Agent For PySC2 Environment. Close replication of DeepMind's SC2LE paper architecture.

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

MAgent

A Platform for Many-agent Reinforcement Learning

CommNet-BiCnet

CommNet and BiCnet implementation in tensorflow

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

pysc2

StarCraft II Learning Environment

GraphGAN

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

maddpg

pysc2-examples

StarCraft II - pysc2 Deep Reinforcement Learning Examples

s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.