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17 search results found

🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

Mini Alphastar ⭐ 206

A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II.

Learning To Communicate Pytorch ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

Robotic Warehouse ⭐ 170

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

Deep Reinforcement Learning For Dynamic Spectrum Access ⭐ 77

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

Multi-Agent DRiving Simulator

Powergridworld ⭐ 45

PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym environments that readily integrate with existing training frameworks for reinforcement learning (RL). https://arxiv.org/abs/2111.05969

Scalable_maddpg ⭐ 30

scalable multi agents reinforcement learning

Marlclassification ⭐ 27

Image classification using reinforcement learning and multi-agent system

Marl Eval ⭐ 25

A tool for aggregating and plotting MARL experiment data.

Tutorial4rl ⭐ 25

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

Java Agent Based Modelling toolkit

Automatic_vehicular_control ⭐ 23

[IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning

Rodentia ⭐ 15

3D learning environment with rigid body simulation for Linux/MacOSX

Maddpg Keras ⭐ 12

Implementation Multi-Agent Deep Deterministic Policy Gradient (MADDPG) algorithm in keras

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.

Xy_universe ⭐ 10

A 2D Particle Survival Environment for Deep Reinforcement Learning

Mlrepricer ⭐ 6

Explore pricing data. Share insights and models. Build environment for repricer.

Beer Game Env ⭐ 5

Beer Game implemented as an OpenAI gym environment.

Awesome Multi Agent ⭐ 5

A curated list of awesome multi-agent learning papers

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1-17 of 17 search results

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