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Stars

MARL

80 repositories

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

Python 51 10 Updated Sep 17, 2020

Multi-agent version of highway_env simulator

Python 3 Updated May 11, 2020

Anomaly detection in multi-agent trajectories: Code for training, evaluation and the OpenAI highway simulation.

Python 28 3 Updated Jan 15, 2023

Multi-agent version of highway_env simulator

Python 20 Updated Sep 17, 2020

MARL for Autonomous Vehicles

Python 260 49 Updated Oct 11, 2024

Paper list of multi-agent reinforcement learning (MARL)

25 7 Updated Oct 30, 2021

Neural MMO - A Massively Multiagent Environment for Artificial Intelligence Research

Python 520 67 Updated Aug 30, 2024

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

C++ 804 174 Updated Feb 17, 2022

Implementation of CoDAIL in the ICLR 2020 paper <Multi-Agent Interactions Modeling with Correlated Policies>

Python 18 1 Updated Jun 17, 2021

Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.

Python 199 27 Updated Jun 19, 2019

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

Python 684 174 Updated May 29, 2022

Paper list of multi-agent reinforcement learning (MARL)

4,101 730 Updated Oct 17, 2024

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

Python 1,481 285 Updated Sep 8, 2022

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

Python 461 62 Updated Oct 13, 2022

Multi-robot Reinforcement Learning Scalable Training School (MRST) is a training and evaluation platform for reinforcement learning reasearch.

Python 9 Updated Sep 6, 2022
Python 188 49 Updated Jun 4, 2023

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

Python 2,414 790 Updated Apr 9, 2024

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

Python 1,661 495 Updated Apr 1, 2024

PyTorch Implementation of MADDPG (Lowe et. al. 2017)

Python 579 130 Updated Nov 26, 2019

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

Python 618 122 Updated Jun 5, 2018

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

Python 213 50 Updated Oct 3, 2023

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

Python 861 155 Updated Feb 23, 2024

DGN Code

Python 338 88 Updated Mar 25, 2023

Environments with IC3Net paper

Python 12 1 Updated Jan 8, 2019

Public implementation of "Multi-Agent Graph-Attention Communication and Teaming" from AAMAS'21

Python 75 16 Updated Apr 28, 2024

A collection of recent MARL papers

79 7 Updated Nov 21, 2024

Code and figures for bottlenecks paper

Python 22 4 Updated Mar 24, 2023

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

Python 956 156 Updated Nov 28, 2024