Generative AI for Deep Reinforcement Learning: Framework, Analysis, and Use Cases
Fuente:
arXiv
Guardado en:
| Autores principales: | Sun, Geng, Xie, Wenwen, Niyato, Dusit, Mei, Fang, Kang, Jiawen, Du, Hongyang, Mao, Shiwen |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Multi-objective Low-altitude IRS-assisted ISAC Optimization via Generative AI-enhanced Deep Reinforcement Learning
por: Xie, Wenwen, et al.
Publicado: (2025)
por: Xie, Wenwen, et al.
Publicado: (2025)
Generative AI for Advanced UAV Networking
por: Sun, Geng, et al.
Publicado: (2024)
por: Sun, Geng, et al.
Publicado: (2024)
Joint Optimization of UAV-Carried IRS for Urban Low Altitude mmWave Communications with Deep Reinforcement Learning
por: Xie, Wenwen, et al.
Publicado: (2025)
por: Xie, Wenwen, et al.
Publicado: (2025)
Fusion of Mixture of Experts and Generative Artificial Intelligence in Mobile Edge Metaverse
por: Liu, Guangyuan, et al.
Publicado: (2024)
por: Liu, Guangyuan, et al.
Publicado: (2024)
Generative AI in Data Center Networking: Fundamentals, Perspectives, and Case Study
por: Liu, Yinqiu, et al.
Publicado: (2024)
por: Liu, Yinqiu, et al.
Publicado: (2024)
Sustainable Diffusion-based Incentive Mechanism for Generative AI-driven Digital Twins in Industrial Cyber-Physical Systems
por: Wen, Jinbo, et al.
Publicado: (2024)
por: Wen, Jinbo, et al.
Publicado: (2024)
Efficient Twin Migration in Vehicular Metaverses: Multi-Agent Split Deep Reinforcement Learning with Spatio-Temporal Trajectory Generation
por: Chen, Junlong, et al.
Publicado: (2025)
por: Chen, Junlong, et al.
Publicado: (2025)
Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering
por: Liu, Yinqiu, et al.
Publicado: (2024)
por: Liu, Yinqiu, et al.
Publicado: (2024)
Low-Altitude Satellite-AAV Collaborative Joint Mobile Edge Computing and Data Collection via Diffusion-based Deep Reinforcement Learning
por: Wang, Boxiong, et al.
Publicado: (2026)
por: Wang, Boxiong, et al.
Publicado: (2026)
Defining Problem from Solutions: Inverse Reinforcement Learning (IRL) and Its Applications for Next-Generation Networking
por: Liu, Yinqiu, et al.
Publicado: (2024)
por: Liu, Yinqiu, et al.
Publicado: (2024)
Generative AI for Energy Harvesting Internet of Things Network: Fundamental, Applications, and Opportunities
por: Xie, Wenwen, et al.
Publicado: (2024)
por: Xie, Wenwen, et al.
Publicado: (2024)
Optimizing Generative AI Networking: A Dual Perspective with Multi-Agent Systems and Mixture of Experts
por: Zhang, Ruichen, et al.
Publicado: (2024)
por: Zhang, Ruichen, et al.
Publicado: (2024)
Agentic AI for Integrated Sensing and Communication: Analysis, Framework, and Case Study
por: Xie, Wenwen, et al.
Publicado: (2025)
por: Xie, Wenwen, et al.
Publicado: (2025)
Toward Scalable Generative AI via Mixture of Experts in Mobile Edge Networks
por: Wang, Jiacheng, et al.
Publicado: (2024)
por: Wang, Jiacheng, et al.
Publicado: (2024)
Reinforcement Learning With LLMs Interaction For Distributed Diffusion Model Services
por: Du, Hongyang, et al.
Publicado: (2023)
por: Du, Hongyang, et al.
Publicado: (2023)
RIS-assisted Data Collection and Wireless Power Transfer in Low-altitude Wireless Networks
por: Xie, Wenwen, et al.
Publicado: (2025)
por: Xie, Wenwen, et al.
Publicado: (2025)
Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models
por: Wen, Jinbo, et al.
Publicado: (2024)
por: Wen, Jinbo, et al.
Publicado: (2024)
Empowering Wireless Networks with Artificial Intelligence Generated Graph
por: Wang, Jiacheng, et al.
Publicado: (2024)
por: Wang, Jiacheng, et al.
Publicado: (2024)
Interactive AI with Retrieval-Augmented Generation for Next Generation Networking
por: Zhang, Ruichen, et al.
Publicado: (2024)
por: Zhang, Ruichen, et al.
Publicado: (2024)
From Generative AI to Generative Internet of Things: Fundamentals, Framework, and Outlooks
por: Wen, Jinbo, et al.
Publicado: (2023)
por: Wen, Jinbo, et al.
Publicado: (2023)
Task Delay and Energy Consumption Minimization for Low-altitude MEC via Evolutionary Multi-objective Deep Reinforcement Learning
por: Sun, Geng, et al.
Publicado: (2025)
por: Sun, Geng, et al.
Publicado: (2025)
Generative AI for Space-Air-Ground Integrated Networks
por: Zhang, Ruichen, et al.
Publicado: (2023)
por: Zhang, Ruichen, et al.
Publicado: (2023)
Toward Resource-Efficient Collaboration of Large AI Models in Mobile Edge Networks
por: Li, Peichun, et al.
Publicado: (2026)
por: Li, Peichun, et al.
Publicado: (2026)
Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses
por: Kang, Yingkai, et al.
Publicado: (2024)
por: Kang, Yingkai, et al.
Publicado: (2024)
Generative AI for Data Augmentation in Wireless Networks: Analysis, Applications, and Case Study
por: Wen, Jinbo, et al.
Publicado: (2024)
por: Wen, Jinbo, et al.
Publicado: (2024)
Collaborative Ground-Space Communications via Evolutionary Multi-objective Deep Reinforcement Learning
por: Li, Jiahui, et al.
Publicado: (2024)
por: Li, Jiahui, et al.
Publicado: (2024)
Adaptive Contextual Caching for Mobile Edge Large Language Model Service
por: Liu, Guangyuan, et al.
Publicado: (2025)
por: Liu, Guangyuan, et al.
Publicado: (2025)
ProSecutor: Protecting Mobile AIGC Services on Two-Layer Blockchain via Reputation and Contract Theoretic Approaches
por: Liu, Yinqiu, et al.
Publicado: (2024)
por: Liu, Yinqiu, et al.
Publicado: (2024)
Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission
por: Zhang, Ruichen, et al.
Publicado: (2024)
por: Zhang, Ruichen, et al.
Publicado: (2024)
Mixture of Experts for Decentralized Generative AI and Reinforcement Learning in Wireless Networks: A Comprehensive Survey
por: Xu, Yunting, et al.
Publicado: (2025)
por: Xu, Yunting, et al.
Publicado: (2025)
Semantic Communications for Artificial Intelligence Generated Content (AIGC) Toward Effective Content Creation
por: Liu, Guangyuan, et al.
Publicado: (2023)
por: Liu, Guangyuan, et al.
Publicado: (2023)
Tutorial on Large Language Model-Enhanced Reinforcement Learning for Wireless Networks
por: Cai, Lingyi, et al.
Publicado: (2025)
por: Cai, Lingyi, et al.
Publicado: (2025)
Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization
por: Du, Hongyang, et al.
Publicado: (2023)
por: Du, Hongyang, et al.
Publicado: (2023)
Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method
por: Zhang, Ruichen, et al.
Publicado: (2025)
por: Zhang, Ruichen, et al.
Publicado: (2025)
Cached Model-as-a-Resource: Provisioning Large Language Model Agents for Edge Intelligence in Space-air-ground Integrated Networks
por: Xu, Minrui, et al.
Publicado: (2024)
por: Xu, Minrui, et al.
Publicado: (2024)
Large Language Model (LLM)-enabled Reinforcement Learning for Wireless Network Optimization
por: Zheng, Jie, et al.
Publicado: (2026)
por: Zheng, Jie, et al.
Publicado: (2026)
Joint Model Caching and Resource Allocation in Generative AI-Enabled Wireless Edge Networks
por: Liu, Zhang, et al.
Publicado: (2024)
por: Liu, Zhang, et al.
Publicado: (2024)
Contract-Inspired Contest Theory for Controllable Image Generation in Mobile Edge Metaverse
por: Liu, Guangyuan, et al.
Publicado: (2025)
por: Liu, Guangyuan, et al.
Publicado: (2025)
When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study
por: Xiong, Yang, et al.
Publicado: (2024)
por: Xiong, Yang, et al.
Publicado: (2024)
Hierarchical Online Optimization Approach for IRS-enabled Low-altitude MEC in Vehicular Networks
por: Wang, Yixian, et al.
Publicado: (2025)
por: Wang, Yixian, et al.
Publicado: (2025)
Ejemplares similares
-
Multi-objective Low-altitude IRS-assisted ISAC Optimization via Generative AI-enhanced Deep Reinforcement Learning
por: Xie, Wenwen, et al.
Publicado: (2025) -
Generative AI for Advanced UAV Networking
por: Sun, Geng, et al.
Publicado: (2024) -
Joint Optimization of UAV-Carried IRS for Urban Low Altitude mmWave Communications with Deep Reinforcement Learning
por: Xie, Wenwen, et al.
Publicado: (2025) -
Fusion of Mixture of Experts and Generative Artificial Intelligence in Mobile Edge Metaverse
por: Liu, Guangyuan, et al.
Publicado: (2024) -
Generative AI in Data Center Networking: Fundamentals, Perspectives, and Case Study
por: Liu, Yinqiu, et al.
Publicado: (2024)