Cover Image

Spatio-Temporal Attention Enhanced Multi-Agent DRL for UAV-Assisted Wireless Networks with Limited Communications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Che, Li, Lanhua, Gong, Shimin, Zhao, Yu, Fang, Yuming, Niyato, Dusit
Format:	Preprint
Published:	2026
Subjects:	Information Theory Artificial Intelligence Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Lyapunov-guided Deep Reinforcement Learning for Semantic-aware AoI Minimization in UAV-assisted Wireless Networks
by: Long, Yusi, et al.
Published: (2024)

AoI-aware Sensing Scheduling and Trajectory Optimization for Multi-UAV-assisted Wireless Backscatter Networks
by: Long, Yusi, et al.
Published: (2024)

Multi-Agent Reinforcement Learning in Wireless Distributed Networks for 6G
by: Zhang, Jiayi, et al.
Published: (2025)

Communication-Control Codesign for Large-Scale Wireless Networked Control Systems
by: Pang, Gaoyang, et al.
Published: (2024)

Joint User Association and Bandwidth Allocation in Semantic Communication Networks
by: Xia, Le, et al.
Published: (2022)

DRL-Based Resource Allocation for Energy-Efficient IRS-Assisted UAV Spectrum Sharing Systems
by: Wang, Yiheng
Published: (2025)

Trajectory Design and Resource Allocation for Multi-UAV-Assisted Sensing, Communication, and Edge Computing Integration
by: Peng, Sicong, et al.
Published: (2024)

6DMA-Assisted Secure Wireless Communications
by: Qian, Yanzhi, et al.
Published: (2025)

Hybrid Semantic/Bit Communication Based Networking Problem Optimization
by: Xia, Le, et al.
Published: (2024)

Wireless Human-Machine Collaboration in Industry 5.0
by: Pang, Gaoyang, et al.
Published: (2024)

Aerial RIS-Enhanced Communications: Joint UAV Trajectory, Altitude Control, and Phase Shift Design
by: Li, Bin, et al.
Published: (2025)

Age of Information Minimization in UAV-Assisted Covert Communication: Trajectory and Beamforming Design
by: Hosseini, Shima Salar, et al.
Published: (2024)

Wireless Resource Optimization in Hybrid Semantic/Bit Communication Networks
by: Xia, Le, et al.
Published: (2024)

A Networked Multi-Agent System for Mobile Wireless Infrastructure on Demand
by: Calvo-Fullana, Miguel, et al.
Published: (2023)

Deep Graph Reinforcement Learning for UAV-Enabled Multi-User Secure Communications
by: Tang, Xiao, et al.
Published: (2025)

Adaptive Sensing Performance Design for Enhancing Secure Communication in Networked ISAC Systems
by: Xu, Yiming, et al.
Published: (2025)

LAURA: LLM-Assisted UAV Routing for AoI Minimization
by: Wei, Bisheng, et al.
Published: (2025)

RIS-based Communication Enhancement and Location Privacy Protection in UAV Networks
by: Chen, Ziqi, et al.
Published: (2025)

Wireless Resource Allocation with Collaborative Distributed and Centralized DRL under Control Channel Attacks
by: Wang, Ke, et al.
Published: (2024)

Adaptive Learning for IRS-Assisted Wireless Networks: Securing Opportunistic Communications Against Byzantine Eavesdroppers
by: Taherpour, Amirhossein, et al.
Published: (2025)

Design and Optimization on Successive RIS-assisted Multi-hop Wireless Communications
by: Xiong, Rujing, et al.
Published: (2024)

Exploiting NOMA Transmissions in Multi-UAV-assisted Wireless Networks: From Aerial-RIS to Mode-switching UAVs
by: Zhao, Songhan, et al.
Published: (2024)

Cluster-Based Multi-Agent Task Scheduling for Space-Air-Ground Integrated Networks
by: Wang, Zhiying, et al.
Published: (2024)

JCAS-MARL: Joint Communication and Sensing UAV Networks via Resource-Constrained Multi-Agent Reinforcement Learning
by: Guven, Islam, et al.
Published: (2026)

Structure-Enhanced DRL for Optimal Transmission Scheduling
by: Chen, Jiazheng, et al.
Published: (2022)

QoE Maximization for Multiple-UAV-Assisted Multi-Access Edge Computing via an Online Joint Optimization Approach
by: He, Long, et al.
Published: (2024)

Goal-Oriented Communication for Networked Control Assisted by Reconfigurable Meta-Surfaces
by: Assaad, Mohamad, et al.
Published: (2024)

Machine Learning Assisted Design of mmWave Wireless Transceiver Circuits
by: Zhao, Xuzhe
Published: (2024)

Secrecy Performance Analysis of Multi-Functional RIS-Assisted NOMA Networks
by: Pei, Yingjie, et al.
Published: (2024)

LWM-Temporal: Sparse Spatio-Temporal Attention for Wireless Channel Representation Learning
by: Alikhani, Sadjad, et al.
Published: (2026)

Achieving Hiding and Smart Anti-Jamming Communication: A Parallel DRL Approach against Moving Reactive Jammer
by: Li, Yangyang, et al.
Published: (2025)

Demystify Adult Learning: A Social Network and Large Language Model Assisted Approach
by: Liu, Fang, et al.
Published: (2024)

A Survey of Recent Advances in Optimization Methods for Wireless Communications
by: Liu, Ya-Feng, et al.
Published: (2024)

Attention-Enhanced Prompt Decision Transformers for UAV-Assisted Communications with AoI
by: Lu, Chi, et al.
Published: (2025)

Task-Specific Trust Evaluation for Multi-Hop Collaborator Selection via GNN-Aided Distributed Agentic AI
by: Zhu, Botao, et al.
Published: (2025)

Communications Performance Analysis of Wireless Multiple Access Channel with Specially Correlated Sources
by: Entezami, Akram, et al.
Published: (2024)

DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Optimizing Resource Allocation
by: Wu, Junjie, et al.
Published: (2024)

To Retransmit or Not: Real-Time Remote Estimation in Wireless Networked Control
by: Huang, Kang, et al.
Published: (2019)

Energy Efficient RSMA-Based LEO Satellite Communications Assisted by UAV-Mounted BD-Active RIS: A DRL Approach
by: Yeganeh, Rahman Saadat, et al.
Published: (2025)

Through-the-Earth Magnetic Induction Communication and Networking: A Comprehensive Survey
by: Ma, Honglei, et al.
Published: (2025)