RoMAT: Role-based multi-agent transformer for generalizable heterogeneous cooperation

Dongzi Wang; Fangwei Zhong; Minglong Li; Muning Wen; Yuanxi Peng; Teng Li; Yaodong Yang

doi:10.1016/j.neunet.2024.106129

ScienceGate Book Chapters

JOURNAL ARTICLE

RoMAT: Role-based multi-agent transformer for generalizable heterogeneous cooperation

Dongzi Wang Fangwei Zhong Minglong Li Muning Wen Yuanxi Peng Teng Li Yaodong Yang

Year: 2024 Journal: Neural Networks Vol: 174 Pages: 106129-106129 Publisher: Elsevier BV

DOI: 10.1016/j.neunet.2024.106129

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Modular design Distributed computing Task (project management) Transformer Benchmark (surveying) Artificial intelligence Generalization Machine learning Engineering

Metrics

Cited By

4.47

FWCI (Field Weighted Citation Impact)

Refs

0.91

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Reinforcement Learning in Robotics

Physical Sciences → Computer Science → Artificial Intelligence

Topic Modeling

Physical Sciences → Computer Science → Artificial Intelligence

Data Stream Mining Techniques

Physical Sciences → Computer Science → Artificial Intelligence

RoMAT: Role-based multi-agent transformer for generalizable heterogeneous cooperation

Metrics

Citation History

Topics

Related Documents

Transformer-based Multi-Agent Reinforcement Learning for Generalization of Heterogeneous Multi-Robot Cooperation

HARFT: Role and Function-Based Cooperation Approach for Heterogeneous Multi-Agent

Multi-agent Path Planning with Heterogeneous Cooperation

On Cooperation in Multi-agent System, Based on Heterogeneous Knowledge Representation

Transformer Based Multi-Agent Framework