Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence

Author:

Wei Peng1ORCID,Guo Kun2ORCID,Li Ye3ORCID,Wang Jue3ORCID,Feng Wei1ORCID,Jin Shi4ORCID,Ge Ning1ORCID,Liang Ying-Chang5ORCID

Affiliation:

1. Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China

2. Shanghai Key Laboratory of Multidimensional Information Processing, School of Communications and Electronics Engineering, East China Normal University, Shanghai, China

3. School of Information Science and Technology, Nantong University, Nantong, China

4. National Mobile Communications Research Laboratory, Southeast University, Nanjing, China

5. National Key Laboratory on Communications, Center for Intelligent Networking and Communications, University of Electronic Science and Technology of China, Chengdu, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Natural Science Foundation of Tianjin

Science and Technology Development Fund of Tianjin Education Commission for Higher Education

Shanghai Municipal Science and Technology Major Project

Tsinghua University–China Mobile Communications Group Company Ltd. Joint Institute

Natural Science Foundation of Jiangsu Province

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

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1. Safe-Learning-Based Location-Privacy-Preserved Task Offloading in Mobile Edge Computing;Electronics;2023-12-25

2. Optimal Computation Resource Allocation in Energy-Efficient Edge IoT Systems With Deep Reinforcement Learning;IEEE Transactions on Green Communications and Networking;2023-12

3. Multi-Agent Reinforcement Learning for Distributed Resource Allocation in Cell-Free Massive MIMO-Enabled Mobile Edge Computing Network;IEEE Transactions on Vehicular Technology;2023-12

4. Towards Energy-Efficient Intelligent Edge Computing;2023 International Conference on Electrical, Computer and Energy Technologies (ICECET);2023-11-16

5. Future Communication Systems: Toward the Intelligent-based Optimization Approaches;2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM);2023-10-26

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