Deep Reinforcement Learning based Multi-attribute Auction Model for Resource Allocation in Vehicular AIGC Services

Author:

Tong Yongju1ORCID,Kang Jiawen1ORCID,Chen Junlong1ORCID,Xu Minrui2ORCID,Yang Helin3ORCID,Xu Minghui4ORCID,Xie Renchao5ORCID,Xiong Zehui6ORCID

Affiliation:

1. Guangdong University of Technology, China

2. Nanyang Technological University, Singapore

3. Xiamen University, China

4. Shandong University, China

5. Beijing University of Posts and Telecommunications, China

6. Singapore University of Technology and Design, Singapore

Publisher

ACM

Reference15 articles.

1. Reliable Distributed Computing for Metaverse: A Hierarchical Game-Theoretic Approach

2. Unleashing the Power of Edge-Cloud Generative AI in Mobile Networks: A Survey of AIGC Services

3. Hongyang Du, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Xuemin Sherman Shen, and H. Vincent Poor. Exploring collaborative distributed diffusion-based ai-generated content (aigc) in wireless networks. IEEE Network, pages 1–8, 2023.

4. Diffusion-based reinforcement learning for edge-enabled ai-generated content services;Du Hongyang;IEEE Transactions on Mobile Computing, pages,2024

5. Minrui Xu, Dusit Niyato, Hongliang Zhang, Jiawen Kang, Zehui Xiong, Shiwen Mao, and Zhu Han. Cached model-as-a-resource: Provisioning large language model agents for edge intelligence in space-air-ground integrated networks. arXiv preprint arXiv:2403.05826, 2024.

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