Buchumschlag

When Large Language Model Agents Meet 6G Networks: Perception, Grounding, and Alignment

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Xu, Minrui, Niyato, Dusit, Kang, Jiawen, Xiong, Zehui, Mao, Shiwen, Han, Zhu, Kim, Dong In, Letaief, Khaled B.
Format:	Preprint
Veröffentlicht:	2024
Schlagworte:	Artificial Intelligence Networking and Internet Architecture
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Cached Model-as-a-Resource: Provisioning Large Language Model Agents for Edge Intelligence in Space-air-ground Integrated Networks
von: Xu, Minrui, et al.
Veröffentlicht: (2024)

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

Hybrid Reinforcement Learning-based Sustainable Multi-User Computation Offloading for Mobile Edge-Quantum Computing
von: Xu, Minrui, et al.
Veröffentlicht: (2025)

When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study
von: Xiong, Yang, et al.
Veröffentlicht: (2024)

Fusion of Mixture of Experts and Generative Artificial Intelligence in Mobile Edge Metaverse
von: Liu, Guangyuan, et al.
Veröffentlicht: (2024)

Diffusion-based Auction Mechanism for Efficient Resource Management in 6G-enabled Vehicular Metaverses
von: Kang, Jiawen, et al.
Veröffentlicht: (2024)

Efficient Twin Migration in Vehicular Metaverses: Multi-Agent Split Deep Reinforcement Learning with Spatio-Temporal Trajectory Generation
von: Chen, Junlong, et al.
Veröffentlicht: (2025)

Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks
von: Xu, Minrui, et al.
Veröffentlicht: (2025)

Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts
von: Zhang, Ruichen, et al.
Veröffentlicht: (2024)

Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering
von: Liu, Yinqiu, et al.
Veröffentlicht: (2024)

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

Generative AI for Space-Air-Ground Integrated Networks
von: Zhang, Ruichen, et al.
Veröffentlicht: (2023)

Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission
von: Zhang, Ruichen, et al.
Veröffentlicht: (2024)

Integration of Mixture of Experts and Multimodal Generative AI in Internet of Vehicles: A Survey
von: Xu, Minrui, et al.
Veröffentlicht: (2024)

Defining Problem from Solutions: Inverse Reinforcement Learning (IRL) and Its Applications for Next-Generation Networking
von: Liu, Yinqiu, et al.
Veröffentlicht: (2024)

Generative AI in Data Center Networking: Fundamentals, Perspectives, and Case Study
von: Liu, Yinqiu, et al.
Veröffentlicht: (2024)

Hierarchical Micro-Segmentations for Zero-Trust Services via Large Language Model (LLM)-enhanced Graph Diffusion
von: Liu, Yinqiu, et al.
Veröffentlicht: (2024)

Mixture of Experts for Network Optimization: A Large Language Model-enabled Approach
von: Du, Hongyang, et al.
Veröffentlicht: (2024)

Sustainable Diffusion-based Incentive Mechanism for Generative AI-driven Digital Twins in Industrial Cyber-Physical Systems
von: Wen, Jinbo, et al.
Veröffentlicht: (2024)

Adaptive Contextual Caching for Mobile Edge Large Language Model Service
von: Liu, Guangyuan, et al.
Veröffentlicht: (2025)

Generative AI-enabled Quantum Computing Networks and Intelligent Resource Allocation
von: Xu, Minrui, et al.
Veröffentlicht: (2024)

Reinforcement Learning With LLMs Interaction For Distributed Diffusion Model Services
von: Du, Hongyang, et al.
Veröffentlicht: (2023)

Tutorial on Large Language Model-Enhanced Reinforcement Learning for Wireless Networks
von: Cai, Lingyi, et al.
Veröffentlicht: (2025)

Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation
von: Liu, Guangyuan, et al.
Veröffentlicht: (2023)

Multi-Agent DRL for Multi-Objective Twin Migration Routing with Workload Prediction in 6G-enabled IoV
von: Yin, Peng, et al.
Veröffentlicht: (2025)

When UAV Swarm Meets IRS: Collaborative Secure Communications in Low-altitude Wireless Networks
von: Li, Jiahui, et al.
Veröffentlicht: (2025)

Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing
von: Zhang, Ruichen, et al.
Veröffentlicht: (2026)

ProSecutor: Protecting Mobile AIGC Services on Two-Layer Blockchain via Reputation and Contract Theoretic Approaches
von: Liu, Yinqiu, et al.
Veröffentlicht: (2024)

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

Toward Mixture-of-Experts Enabled Trustworthy Semantic Communication for 6G Networks
von: He, Jiayi, et al.
Veröffentlicht: (2024)

Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference Offloading
von: Xu, Minrui, et al.
Veröffentlicht: (2025)

Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking
von: Zhang, Ruichen, et al.
Veröffentlicht: (2025)

Spatiotemporal Feature Alignment and Weighted Fusion in Collaborative Perception Enabled by Network Synchronization and Age of Information
von: Han, Qiaomei, et al.
Veröffentlicht: (2026)

Toward Democratized Generative AI in Next-Generation Mobile Edge Networks
von: Zhang, Ruichen, et al.
Veröffentlicht: (2024)

Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases
von: Sun, Geng, et al.
Veröffentlicht: (2024)

Hallucination-aware Optimization for Large Language Model-empowered Communications
von: Liu, Yinqiu, et al.
Veröffentlicht: (2024)

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

Mixture of Experts for Decentralized Generative AI and Reinforcement Learning in Wireless Networks: A Comprehensive Survey
von: Xu, Yunting, et al.
Veröffentlicht: (2025)

Efficient Multi-user Offloading of Personalized Diffusion Models: A DRL-Convex Hybrid Solution
von: Yang, Wanting, et al.
Veröffentlicht: (2024)

Enhancing Wireless Networks with Attention Mechanisms: Insights from Mobile Crowdsensing
von: Yang, Yaoqi, et al.
Veröffentlicht: (2024)