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zhiming li's Projects

collaq icon collaq

A code implementation for our arXiv paper "Multi-agent Adhoc Team Play using Decompositional Q function"

drlib icon drlib

DRLib:A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.

elegantrl icon elegantrl

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.

ic3net icon ic3net

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

maddpg icon maddpg

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

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

parl icon parl

A high-performance distributed training framework for Reinforcement Learning

pymarl icon pymarl

Python Multi-Agent Reinforcement Learning framework

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

rl-plotter icon rl-plotter

:sparkles: A plotter for reinforcement learning (RL)

starcraft icon starcraft

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

tensorflow2-zh icon tensorflow2-zh

TensorFlow2.0 官方教程翻译,基本概念讲解、实战项目、TensorFlow2.0编程技巧。

xingtian icon xingtian

xingtian is a componentized library for the development and verification of reinforcement learning algorithms

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