Diffusion-Based Reinforcement Learning for Edge-Enabled AI-Generated Content Services

Author:

Du Hongyang1ORCID,Li Zonghang2ORCID,Niyato Dusit1ORCID,Kang Jiawen3ORCID,Xiong Zehui4ORCID,Huang Huawei5ORCID,Mao Shiwen6ORCID

Affiliation:

1. School of Computer Science and Engineering, the Energy Research Institute @ NTU, Interdisciplinary Graduate Program, Nanyang Technological University, Singapore

2. School of Information and Communication Engineering, University of Electronic Sciences and Technology of China, Chengdu, China

3. School of Automation, Guangdong University of Technology, Guangzhou, China

4. Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Singapore

5. School of Software Engineering, Sun Yat-Sen University, Zhuhai, China

6. Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference48 articles.

1. Computing Machinery and Intelligence

2. A Survey on Metaverse: Fundamentals, Security, and Privacy

3. Sizing the prize: Whats the real value of AI for your business and how can you capitalise?;John;PwC AI Anal. Rep.,2020

4. ChatGpt: Open Possibilities

5. Efficient diffusion models for vision: A survey;Ulhaq,2022

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Resource Management for QoS-Guaranteed Marine Data Feedback Based on Space–Air–Ground–Sea Network;IEEE Systems Journal;2024-09

2. OpticGAI: Generative AI-aided Deep Reinforcement Learning for Optical Networks Optimization;Proceedings of the 1st SIGCOMM Workshop on Hot Topics in Optical Technologies and Applications in Networking;2024-08-04

3. Overview of Generative AI Techniques for Cybersecurity;Advances in Information Security, Privacy, and Ethics;2024-07-26

4. Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks;IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS);2024-05-20

5. Towards Multi-Task Generative-AI Edge Services with an Attention-based Diffusion DRL Approach;2024 9th IEEE International Conference on Smart Cloud (SmartCloud);2024-05-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3