Deep Reinforcement Learning for Task Offloading and Resource Allocation in UAV Cluster-Assisted Mobile-Edge Computing

Zhijuan Hu; Shuangyu Liu; Dongsheng Zhou; Fei Xu; Jiajun Ma; Ning Xin

doi:10.1109/jmass.2024.3518576

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Deep Reinforcement Learning for Task Offloading and Resource Allocation in UAV Cluster-Assisted Mobile-Edge Computing

Zhijuan Hu Shuangyu Liu Dongsheng Zhou Fei Xu Jiajun Ma Ning Xin

Year: 2024 Journal: IEEE Journal on Miniaturization for Air and Space Systems Vol: 6 (2)Pages: 92-102 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/jmass.2024.3518576

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Keywords:

Reinforcement learning Computer science Mobile edge computing Task (project management) Cluster (spacecraft) Enhanced Data Rates for GSM Evolution Resource allocation Distributed computing Resource (disambiguation) Edge computing Human–computer interaction Artificial intelligence Computer network Engineering Systems engineering

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1.67

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0.77

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Citation History

Topics

IoT and Edge/Fog Computing

Physical Sciences → Computer Science → Computer Networks and Communications

UAV Applications and Optimization

Physical Sciences → Engineering → Aerospace Engineering

Age of Information Optimization

Physical Sciences → Computer Science → Computer Networks and Communications

Deep Reinforcement Learning for Task Offloading and Resource Allocation in UAV Cluster-Assisted Mobile-Edge Computing

Metrics

Citation History

Topics

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