Deep reinforcement learning for computation offloading in mobile edge computing environment

Miaojiang Chen; Tian Wang; Shaobo Zhang; Anfeng Liu

doi:10.1016/j.comcom.2021.04.028

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JOURNAL ARTICLE

Deep reinforcement learning for computation offloading in mobile edge computing environment

Miaojiang Chen Tian Wang Shaobo Zhang Anfeng Liu

Year: 2021 Journal: Computer Communications Vol: 175 Pages: 1-12 Publisher: Elsevier BV

DOI: 10.1016/j.comcom.2021.04.028

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Keywords:

Computer science Provisioning Mobile edge computing Reinforcement learning Distributed computing Computation offloading Markov decision process Mobile device Block (permutation group theory) Edge computing Quality of service Edge device Computation Resource allocation Enhanced Data Rates for GSM Evolution Computer network Markov process Cloud computing Server Algorithm Artificial intelligence

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12.26

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0.99

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Topics

IoT and Edge/Fog Computing

Physical Sciences → Computer Science → Computer Networks and Communications

Age of Information Optimization

Physical Sciences → Computer Science → Computer Networks and Communications

Cloud Computing and Resource Management

Physical Sciences → Computer Science → Information Systems

Deep reinforcement learning for computation offloading in mobile edge computing environment

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Citation History

Topics

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