Orthogonal Gradient Multi-Agent Deep Reinforcement Learning-based Algorithm for Spectrum Resource Optimization in UAV Swarm

In recent years, Unmanned Aerial Vehicle (UAV) swarm technology has made rapid progress, but communication problems remain a key factor limiting its widespread application. This study proposes an Orthogonal Gradient Multi-Agent Deep Reinforcement Learning-based Algorithm for Spectrum Resource Optimi...

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Bibliographic Details

Published in:	Physical communication Vol. 72; p. 102770
Main Authors:	Lou, Dengke, Wan, Boyu, Zhang, Yu, Du, Yihang, Wan, Fayu, Chen, Yong
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.10.2025
Subjects:	Multi-agent Deep Reinforcement Learning (MADRL) Orthogonal Gradient (OG) Spectrum resource allocation Unmanned aerial vehicle (UAV) Unmanned aerial vehicle (UAV) Multi-agent Deep Reinforcement Learning (MADRL) Spectrum resource allocation Orthogonal Gradient (OG)
ISSN:	1874-4907
Online Access:	Get full text
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