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wsg1873's Projects

ai-arena icon ai-arena

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

damarl icon damarl

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

dqlmrs icon dqlmrs

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

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

ic3net icon ic3net

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

lemol icon lemol

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

liir icon liir

Learning Individual Intrinsic Reward in MARL

maddpg icon maddpg

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

marl_transfer icon marl_transfer

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

multi-explore icon multi-explore

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

multiagent-confrontation icon multiagent-confrontation

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

neural-mmo icon neural-mmo

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

on-policy icon on-policy

This is the official implementation of Multi-Agent PPO.

pymarl2 icon pymarl2

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

readme icon readme

README文件语法解读,即Github Flavored Markdown语法介绍

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