Statistics for topic multi-agent-reinforcement-learning

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

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

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

Unified Reinforcement Learning Framework

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

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

Unified Reinforcement Learning Framework

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

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

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

A collection of MARL benchmarks based on TorchRL

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

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

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

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

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

A collection of MARL benchmarks based on TorchRL

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

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

SocialGym 2: A lightweight benchmark and simulator for multi-robot social navigation using ROS and the OpenAI gym.

Reinforcement Learning Agents in .NET

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

A collection of MARL benchmarks based on TorchRL

Reinforcement Learning Agents in .NET

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

applying multi-agent reinforcement learning for highway-merging autonomous vehicles

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

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

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

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

:battery: Datasets with baselines for offline multi-agent reinforcement learning.

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

Reinforcement Learning Agents in .NET

SocialGym 2: A lightweight benchmark and simulator for multi-robot social navigation using ROS and the OpenAI gym.

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.