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32 search results found

Di Engine ⭐ 2,681

OpenDILab Decision AI Engine

Pettingzoo ⭐ 2,218

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

Warp Drive ⭐ 427

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

Pytorch Maddpg ⭐ 231

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

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Deepmind_mas_enviroment ⭐ 115

some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

Pantheonrl ⭐ 95

PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tuning, ad-hoc coordination, and more.

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''.

Gym Multigrid ⭐ 81

Lightweight multi-agent gridworld Gym environment

We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enhanced algorithm achieves 100% win rates on SMAC-V1 and superior performance on SMAC-V2.

Rl Medical ⭐ 62

Communicative Multiagent Deep Reinforcement Learning for Anatomical Landmark Detection using PyTorch.

A collection of multi-agent reinforcement learning OpenAI gym environments

Shapley Q Learning ⭐ 30

This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.

Imp_marl ⭐ 26

IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL

Multi Agent Reinforcement Learning ⭐ 20

Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG

Tennis Multiagent ⭐ 13

This is Multi agent deep reinforcement learning repo which trains an agent to play Tennis. It trains by playing against itself.

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

Experimentation with Regularized Nash Dynamics on a GPU accelerated game

Marltoolbox ⭐ 12

A toolbox with the goal of speeding up research on bargaining in MARL (cooperation problems in MARL).

Slitherin Gym ⭐ 10

Slither-in Inspired Snake Environment for OpenAI Gym (Part of Requests for Research 2.0)

Bs Sleeping Rl ⭐ 10

This repository presents a multi-agent reinforcement learning approach for energy-efficient collaborative control of base stations in 5G massive MIMO cellular networks.

A modular, flexible framework for developing performant algorithms in Reinforcement Learning.

Emergent Multiagent Strategies ⭐ 9

Emergence of complex strategies through multiagent competition

Qlearningmaze ⭐ 8

Implementation of Q-Learning using TD error to navigate a maze avoiding obstacles and a moving enemy

Pytorch Mace ⭐ 8

A pytorch implementation of Structured Exploration via Deep Hierarchical Coordination

Adversarial attacks in consensus-based multi-agent reinforcement learning

Matd3implementation ⭐ 6

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

Learning Complex Group Behaviours In A Multi Agent Competitive Environment ⭐ 6

EE485 research project

Nash Q Learning ⭐ 6

Implementation of the Nash Q-Learning algorithm to solve simple MARL problems with two agents.

Reinforcement_learning_team_q_learnig_marl_multi_agent_uav_spectrum_task ⭐ 5

A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach

Mappo Competitive Reinforcement ⭐ 5

A Multi-Agent Proximal Policy Optimization approach to a competitive reinforcement learning problem.

Source code for the MARL-enabled real-time control of urban drainage system

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