multi-agent-learning

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

simulator robotics simulation pytorch multi-agent gym vectorization multi-agent-systems vectorized multi-robot multi-robot-framework multi-agent-learning gym-environment multi-agent-simulation multi-agent-reinforcement-learning rllib marl multi-robot-simulator multi-robot-sim multi-robot-systems

UpdatedNov 10, 2025
Python

TimeBreaker /Multi-Agent-Reinforcement-Learning-papers

Star281

Multi-Agent Reinforcement Learning (MARL) papers

multiagent-reinforcement-learning multi-agent-learning multiagent-learning marl

UpdatedSep 19, 2022

TimeBreaker /MARL-resources-collection

Star252

A Collection of Multi-Agent Reinforcement Learning (MARL) Resources

multiagent-reinforcement-learning multi-agent-learning multiagent-learning marl

UpdatedOct 4, 2022

jiachenli94 /Awesome-Decision-Making-Reinforcement-Learning

Star235

A selection of state-of-the-art research materials on decision making and motion planning.

machine-learning reinforcement-learning deep-learning algorithms robotics decision-making motion-planning artificial-intelligence trajectory-generation autonomous-vehicles causal-inference inverse-reinforcement-learning intelligent-transportation-systems trajectory-prediction motion-control multiagent-reinforcement-learning multi-agent-learning trajectory-planning motion-prediction

UpdatedAug 26, 2020

coperception /coperception

Star164

An SDK for multi-agent collaborative perception.

computer-vision deep-learning graph autonomous-driving knowledge-distillation communication-networks v2v collaborative-learning multi-agent-learning multi-agent-system graph-learning 3d-object-detection point-cloud-processing v2x-communication multi-agent-perception 3d-scene-understanding

UpdatedApr 8, 2024
Python

ai4ce /DiscoNet

Star149

[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception

UpdatedSep 15, 2023

zfw1226 /active_tracking_rl

Star88

Active visual tracking library based on PyTorch.

multi-agent-learning active-tracking adversarial-reinforcement-learning

UpdatedMay 16, 2024
Python

chuangyc /awesome-multiagent-learning

Star78

A curated list of multiagent learning and related area resources.

awesome multiagent-systems multi-agent-learning multi-agent-reinforcement-learning

UpdatedAug 15, 2019

WeiChengTseng /awesome-multi-agent

Star61

A curated list of awesome multi-agent learning papers

awesome reinforcement-learning communication multi-agent rl awesome-list imitation-learning multi-agent-systems inverse-reinforcement-learning multi-agent-learning multi-agent-reinforcement-learning

UpdatedJan 10, 2022

roop-pal /Meta-Learning-for-StarCraft-II-Minigames

Star29

We reproduced DeepMind's results and implement a meta-learning (MLSH) agent which can generalize across minigames.

reinforcement-learning deep-reinforcement-learning minigames multi-agent-learning starcraft2 starcraft2-ai sc2le

UpdatedMar 30, 2021
Python

cameronangliss /vgc-bench

Star25

An AI benchmark for Pokémon VGC with agent implementations using multi-agent reinforcement learning, behavior cloning, LLMs, and heuristics

pokemon reinforcement-learning game-theory multi-agent-learning

UpdatedNov 25, 2025
Python

forrestlaine /TensorGames.jl

Star25

Computing mixed-strategy Nash Equilibria for games involving multiple players

julia game-theory multi-agent-systems nash-equilibrium multi-agent-learning multi-agent-reinforcement-learning game-theory-algorithms

UpdatedJan 16, 2025
Julia

abhijaysingh /pizzaro

Star2

Multi-agent collaboration using Reinforcement Learning

reinforcement-learning gym isaac ur10 multi-agent-learning multi-agent-simulation multi-agent-reinforcement-learning marl omniverse isaac-gym omni-gym

UpdatedSep 20, 2024
Python

nicehiro /catch-me-if-you-can

Star2

Multi agent reinforement learning. Chaser and runner.

reinforcement-learning multi-agent-learning

UpdatedJan 14, 2020
Python

Ayoub-etoullali /Activites-Pratiques-SMA-And-IA-Distribuee

Star1

Multiplayer Game, Security, DF Service Implementation, Genetic Algorithm Implementation, Multi-Agent Systems Enhanced With Q-Learning Implementation For Improved Decision-Making.

java security genetic-algorithm q-learning multi-agent multiplayer-game genetic-algorithms multi-agent-systems multi-agent-learning multi-agent-system multi-agents genetic-algorithm-java q-learning-algorithm df-services

UpdatedJun 9, 2023
Java

rabihchamas /Classifier-Aligner

Star0

This repository contains an implementation of a deep learning architecture designed for unsupervised or self-supervised classification tasks. The architecture consists of two components: a classifier and an aligner.

unsupervised-learning multi-agent-learning self-supervised-learning deep-clustering unsupervised-classification

UpdatedFeb 5, 2024
Jupyter Notebook

jolares /replicate-greenwald-2004-correlated-q-learning

Star0

reinforcement-learning decision-making multi-agent-learning markov-games correlated-q-learning friend-foe-qlearning

UpdatedMay 29, 2021

Improve this page

Add a description, image, and links to themulti-agent-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with themulti-agent-learning topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly