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A deep Q-learning model for sequential task offloading in edge AI systems

Dong Liu Shiheng Gu Xinyu Fan Xu Zheng

智能与融合网络(英文)2024,Vol.5Issue(3):207-221,15.
智能与融合网络(英文)2024,Vol.5Issue(3):207-221,15.DOI:10.23919/ICN.2024.0015

A deep Q-learning model for sequential task offloading in edge AI systems

A deep Q-learning model for sequential task offloading in edge AI systems

Dong Liu 1Shiheng Gu 2Xinyu Fan 3Xu Zheng1

作者信息

  • 1. Department of Computer Science and Engineering,University of Electronic Science and Technology of China,Chengdu 610000,China
  • 2. Shenzhen Institute for Advanced Study,University of Electronic Science and Technology of China,Shenzhen 515100,China
  • 3. Department of Information and Software Engineering,University of Electronic Science and Technology of China,Chengdu 610000,China
  • 折叠

摘要

关键词

edge computing/task scheduling/reinforcement learning/Rainbow Deep Q-Learning(RainbowDQN)

Key words

edge computing/task scheduling/reinforcement learning/Rainbow Deep Q-Learning(RainbowDQN)

引用本文复制引用

Dong Liu,Shiheng Gu,Xinyu Fan,Xu Zheng..A deep Q-learning model for sequential task offloading in edge AI systems[J].智能与融合网络(英文),2024,5(3):207-221,15.

智能与融合网络(英文)

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