Copertina

DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Optimizing Resource Allocation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Wu, Junjie, Fang, Xuming, Niyato, Dusit, Wang, Jiacheng, Wang, Jingyu
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Networking and Internet Architecture Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Collaborative Optimization of Wireless Communication and Computing Resource Allocation based on Multi-Agent Federated Weighting Deep Reinforcement Learning
di: Wu, Junjie, et al.
Pubblicazione: (2024)

Next-Generation Wi-Fi Networks with Generative AI: Design and Insights
di: Wang, Jingyu, et al.
Pubblicazione: (2024)

Collaborative Charging Optimization for Wireless Rechargeable Sensor Networks via Heterogeneous Mobile Chargers
di: Yao, Jianhang, et al.
Pubblicazione: (2025)

Joint Model Caching and Resource Allocation in Generative AI-Enabled Wireless Edge Networks
di: Liu, Zhang, et al.
Pubblicazione: (2024)

Graph Diffusion-Based AeBS Deployment and Resource Allocation for RSMA-Enabled URLLC Low-Altitude Economy Networks
di: Wang, Xudong, et al.
Pubblicazione: (2025)

Empowering Wireless Networks with Artificial Intelligence Generated Graph
di: Wang, Jiacheng, et al.
Pubblicazione: (2024)

Energy Efficient Trajectory Control and Resource Allocation in Multi-UAV-assisted MEC via Deep Reinforcement Learning
di: Liu, Saichao, et al.
Pubblicazione: (2025)

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

LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach
di: Liu, Yinqiu, et al.
Pubblicazione: (2025)

Multi-objective Aerial Collaborative Secure Communication Optimization via Generative Diffusion Model-enabled Deep Reinforcement Learning
di: Zhang, Chuang, et al.
Pubblicazione: (2024)

Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach
di: Liu, Jian, et al.
Pubblicazione: (2024)

UAV-Assisted Joint Data Collection and Wireless Power Transfer for Batteryless Sensor Networks
di: Zhang, Wen, et al.
Pubblicazione: (2026)

RIS-assisted Data Collection and Wireless Power Transfer in Low-altitude Wireless Networks
di: Xie, Wenwen, et al.
Pubblicazione: (2025)

Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications
di: Xu, Yunting, et al.
Pubblicazione: (2025)

Large Language Model (LLM)-enabled Reinforcement Learning for Wireless Network Optimization
di: Zheng, Jie, et al.
Pubblicazione: (2026)

Joint Computing Resource Allocation and Task Offloading in Vehicular Fog Computing Systems Under Asymmetric Information
di: Sun, Geng, et al.
Pubblicazione: (2025)

Hierarchical Online Optimization Approach for IRS-enabled Low-altitude MEC in Vehicular Networks
di: Wang, Yixian, et al.
Pubblicazione: (2025)

Joint Resource Allocation and Trajectory Design for Resilient Multi-UAV Communication Networks
di: Ge, Linghui, et al.
Pubblicazione: (2024)

LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links
di: Li, Jiahui, et al.
Pubblicazione: (2025)

Generative AI for Data Augmentation in Wireless Networks: Analysis, Applications, and Case Study
di: Wen, Jinbo, et al.
Pubblicazione: (2024)

Deep Diffusion Deterministic Policy Gradient based Performance Optimization for Wi-Fi Networks
di: Liu, Tie, et al.
Pubblicazione: (2024)

Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approach
di: Tong, Yongju, et al.
Pubblicazione: (2024)

Chain-of-Thought for Large Language Model-empowered Wireless Communications
di: Wang, Xudong, et al.
Pubblicazione: (2025)

Toward Scalable Generative AI via Mixture of Experts in Mobile Edge Networks
di: Wang, Jiacheng, et al.
Pubblicazione: (2024)

Multi-objective Low-altitude IRS-assisted ISAC Optimization via Generative AI-enhanced Deep Reinforcement Learning
di: Xie, Wenwen, et al.
Pubblicazione: (2025)

Toward Resource-Efficient Collaboration of Large AI Models in Mobile Edge Networks
di: Li, Peichun, et al.
Pubblicazione: (2026)

Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization
di: Du, Hongyang, et al.
Pubblicazione: (2023)

User Association and Channel Allocation in 5G Mobile Asymmetric Multi-band Heterogeneous Networks
di: Dai, Miao, et al.
Pubblicazione: (2024)

Recovery of UAV Swarm-enabled Collaborative Beamforming in Low-altitude Wireless Networks under Wind Field Disturbances
di: Sun, Geng, et al.
Pubblicazione: (2025)

Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse
di: Liu, Guangyuan, et al.
Pubblicazione: (2025)

Joint Trajectory and Resource Optimization of MEC-Assisted UAVs in Sub-THz Networks: A Resources-based Multi-Agent Proximal Policy Optimization DRL with Attention Mechanism
di: Park, Yu Min, et al.
Pubblicazione: (2022)

Online Collaborative Resource Allocation and Task Offloading for Multi-access Edge Computing
di: Sun, Geng, et al.
Pubblicazione: (2025)

Energy Transfer and Data Collection from Batteryless Sensors in Low-altitude Wireless Networks
di: Zhang, Wen, et al.
Pubblicazione: (2025)

STAR-RIS-assisted Collaborative Beamforming for Low-altitude Wireless Networks
di: Liang, Xinyue, et al.
Pubblicazione: (2025)

A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach for UAV-Assisted Vehicular Networks with Delayed CSI Feedback
di: Liu, Zhang, et al.
Pubblicazione: (2025)

Context-Aware Semantic Communication for the Wireless Networks
di: Liu, Guangyuan, et al.
Pubblicazione: (2025)

Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking
di: Liu, Zhang, et al.
Pubblicazione: (2025)

Large Language Model (LLM)-enabled Graphs in Dynamic Networking
di: Sun, Geng, et al.
Pubblicazione: (2024)

UAV Swarm-enabled Collaborative Post-disaster Communications in Low Altitude Economy via a Two-stage Optimization Approach
di: Zheng, Xiaoya, et al.
Pubblicazione: (2025)

Multi-AAV-enabled Distributed Beamforming in Low-Altitude Wireless Networking for AoI-Sensitive IoT Data Forwarding
di: Lang, Zifan, et al.
Pubblicazione: (2025)