Reinforcement Learning-Based Control and Networking Co-Design for Industrial Internet of Things

Hansong Xu; Xing Liu; Wei Yu; David Griffith; Nada Golmie

doi:10.1109/jsac.2020.2980909

Reinforcement Learning-Based Control and Networking Co-Design for Industrial Internet of Things

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2020.2980909 ◽

2020 ◽

Vol 38 (5) ◽

pp. 885-898 ◽

Cited By ~ 1

Author(s):

Hansong Xu ◽

Xing Liu ◽

Wei Yu ◽

David Griffith ◽

Nada Golmie

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Industrial Internet Of Things ◽

Industrial Internet

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Deep Reinforcement Learning Based Computation Offloading in Fog Enabled Industrial Internet of Things

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.3021024 ◽

2020 ◽

pp. 1-1

Author(s):

Yijing Ren ◽

Yaohua Sun ◽

Mugen Peng

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Computation Offloading ◽

Industrial Internet Of Things ◽

Industrial Internet

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Deep Reinforcement Learning based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.3028963 ◽

2020 ◽

pp. 1-1

Author(s):

Ying Chen ◽

Zhiyong Liu ◽

Yongchao Zhang ◽

Yuan Wu ◽

Xin Chen ◽

...

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Internet Of Things ◽

Edge Computing ◽

Mobile Edge Computing ◽

Industrial Internet Of Things ◽

Industrial Internet ◽

Dynamic Resource Management ◽

Dynamic Resource

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Deep Reinforcement Learning Based Intelligent Job Batching in Industrial Internet of Things

10.1007/978-3-030-86130-8_38 ◽

2021 ◽

pp. 481-493

Author(s):

Chengling Jiang ◽

Zihui Luo ◽

Liang Liu ◽

Xiaolong Zheng

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Industrial Internet Of Things ◽

Industrial Internet

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Towards Online Continuous Reinforcement Learning on Industrial Internet of Things

10.1109/swc50871.2021.00046 ◽

2021 ◽

Author(s):

Cheng Qian ◽

Wei Yu ◽

Xing Liu ◽

David Griffith ◽

Nada Golmie

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Industrial Internet Of Things ◽

Continuous Reinforcement ◽

Industrial Internet

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Energy-efficient UAV-enabled computation offloading for industrial internet of things: a deep reinforcement learning approach

Wireless Networks ◽

10.1007/s11276-021-02789-7 ◽

2021 ◽

Author(s):

Shuo Shi ◽

Meng Wang ◽

Shushi Gu ◽

Zhong Zheng

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Energy Efficient ◽

Computation Offloading ◽

Learning Approach ◽

Industrial Internet Of Things ◽

Industrial Internet

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A Reinforcement Learning Empowered Feedback Control System for Industrial Internet of Things

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2021.3076393 ◽

2021 ◽

pp. 1-1

Author(s):

Xing Chen ◽

Junqin Hu ◽

Zheyi Chen ◽

Bing Lin ◽

Naixue Xiong ◽

...

Keyword(s):

Control System ◽

Reinforcement Learning ◽

Feedback Control ◽

Internet Of Things ◽

Feedback Control System ◽

Industrial Internet Of Things ◽

Industrial Internet

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Blockchain-Enabled Software-Defined Industrial Internet of Things With Deep Reinforcement Learning

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.2978516 ◽

2020 ◽

Vol 7 (6) ◽

pp. 5466-5480 ◽

Cited By ~ 3

Author(s):

Jia Luo ◽

Qianbin Chen ◽

F. Richard Yu ◽

Lun Tang

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Industrial Internet Of Things ◽

Industrial Internet

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NOMA assisted Multi-task Multi-access Mobile Edge Computing via Deep Reinforcement Learning for Industrial Internet of Things

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.3001355 ◽

2020 ◽

pp. 1-1 ◽

Cited By ~ 2

Author(s):

Liping Qian ◽

Yuan Wu ◽

Fuli Jiang ◽

Ningning Yu ◽

Weidang Lu ◽

...

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Edge Computing ◽

Mobile Edge Computing ◽

Industrial Internet Of Things ◽

Industrial Internet ◽

Multi Access

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Energy-Efficient Resource Allocation for Blockchain-Enabled Industrial Internet of Things with Deep Reinforcement Learning

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.3030646 ◽

2020 ◽

pp. 1-1

Author(s):

Le Yang ◽

Meng Li ◽

Pengbo Si ◽

Ruizhe Yang ◽

Enchang Sun ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Internet Of Things ◽

Energy Efficient ◽

Industrial Internet Of Things ◽

Industrial Internet ◽

Efficient Resource ◽

Energy Efficient Resource Allocation

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Energy-Efficient Multi-UAV-Enabled Computation Offloading for Industrial Internet of Things via Deep Reinforcement Learning

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Artificial Intelligence for Communications and Networks ◽

10.1007/978-3-030-69066-3_26 ◽

2021 ◽

pp. 295-305

Author(s):

Shuo Shi ◽

Meng Wang ◽

Xuemai Gu

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Energy Efficient ◽

Computation Offloading ◽

Industrial Internet Of Things ◽

Industrial Internet ◽

Multi Uav

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