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on-policy marlbenchmark

308

1.4k

mit

8

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

ppo mpes smac mappo hanabi algorithms multi-agent starcraftii

Created 2021-02-23

130 commits to main branch, last one 5 months ago

xuance agi-brain

112

682

mit

12

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Created 2023-05-21

1,462 commits to master branch, last one 24 hours ago

MARL-code-pytorch Lizhi-sjtu

63

466

mit

3

Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.

mpe vdn qmix smac mappo matd3 maddpg reinforcement-learning

Created 2022-05-17

50 commits to main branch, last one 2 years ago

deep-marl-toolkit jianzhnie

14

113

apache-2.0

2

MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT...

mat vdn coma ia2c idqn ippo qmix mappo qtran maddpg qatten

Created 2022-08-08

240 commits to main branch, last one 8 months ago

DB-Football Shanghai-Digital-Brain-Laboratory

13

96

other

3

A Simple, Distributed and Asynchronous Multi-Agent Reinforcement Learning Framework for Google Research Football AI.

ppo ray psro mappo pytorch football distributed league-training reinforcement-learning google-research-football multi-agent-reinforcement-learning

Created 2022-11-15

18 commits to main branch, last one 11 months ago

noisy-mappo hijkzzz

6

54

mit

3

Multi-agent PPO with noise (97% win rates on Hard scenarios of SMAC)

smac sota mappo multi-agent-reinforcement-learning

Created 2021-06-27

10 commits to master branch, last one 2 years ago

dynamic-coverage-control zhaozijie2022

2

41

unknown

3

无人机动态覆盖控制；1. 实现了一个无人机点覆盖环境；2. 给出了无人机连通保持规则；3. 给出了基于MARL的控制算法

marl mappo pytorch uav-swarm dynamic-convergence

Created 2022-02-25

25 commits to master branch, last one 3 months ago