hejichao2020 Goto Github PK

matd3implementation

Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics"

mfrl

Mean Field Multi-Agent Reinforcement Learning

moba_rl

Deep Reinforcement Learning for Multiplayer Online Battle Arena

multiagent

Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas

multiagent-particle-envs

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

ncc

demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG and NCC-MARL.

ndq

Codes accompanying the paper "Learning Nearly Decomposable Value Functions with Communication Minimization" (ICLR 2020)

neurcomm

Code for multi-agent deep reinforcement learning for networked system control.

notes

notes

nsgzero

Codes for "NSGZero: Efficiently Learning Non-Exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search"

off-policy

PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.

on-policy

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

pdfdiff

Command-line tool to inspect the difference between (the text in) two PDF files

pettingzoo

A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

pomfrl

Code for partially observable MFRL paper accepted in AAMAS-2021

ppo-vs-trpo

proper-interpretability

Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", published at ICML 2020

rl_adv_valuediff

rl_attack

rmaddpg

ICML 2019 RL for Real Life Workshop: Recurrent MADDPG for Partially Observable and Limited Communication Settings

roma

Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)

sarnet

Code repository for SARNet: Learning Multi-Agent Communication through Structured Attentive Reasoning (NeurIPS 2020)

security-data-analysis

资料分享

sequential_social_dilemma_games

Code-base for solving Sequential Social Dilemma Game using Multi-Agent RL, motivation and communication

smarts

Scalable Multi-Agent RL Training School for Autonomous Driving

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''.

ssd

Repo for reproduction of sequential social dilemmas

starcraft

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

tf2multiagentrl

Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x

tutorial4rl

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.