An Actor-Critic Deep Reinforcement Learning Approach for Transmission Scheduling in Cognitive Internet of Things Systems

IEEE Systems Journal ◽

10.1109/jsyst.2019.2891520 ◽

2020 ◽

Vol 14 (1) ◽

pp. 51-60 ◽

Author(s):

Helin Yang ◽

Xianzhong Xie

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Learning Approach ◽

Transmission Scheduling ◽

Cognitive Internet Of Things

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Joint Flight Cruise Control and Data Collection in UAV-aided Internet of Things: An Onboard Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.3019186 ◽

2020 ◽

pp. 1-1

Author(s):

Kai Li ◽

Wei Ni ◽

Eduardo Tovar ◽

Mohsen Guizani

Keyword(s):

Reinforcement Learning ◽

Data Collection ◽

Internet Of Things ◽

Learning Approach ◽

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Caching Transient Data for Internet of Things: A Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2018.2882583 ◽

2019 ◽

Vol 6 (2) ◽

pp. 2074-2083 ◽

Author(s):

Hao Zhu ◽

Yang Cao ◽

Xiao Wei ◽

Wei Wang ◽

Tao Jiang ◽

...

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Learning Approach ◽

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Deep Reinforcement Learning for Joint Channel Selection and Power Allocation in Cognitive Internet of Things

Human Centered Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-37429-7_69 ◽

2019 ◽

pp. 683-692 ◽

Author(s):

Weijun Zheng ◽

Guoqing Wu ◽

Wenbo Qie ◽

Yong Zhang

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Power Allocation ◽

Channel Selection ◽

Joint Channel ◽

Cognitive Internet Of Things

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Deep-Reinforcement-Learning-Based Energy-Efficient Resource Management for Social and Cognitive Internet of Things

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.2980586 ◽

2020 ◽

Vol 7 (6) ◽

pp. 5677-5689 ◽

Author(s):

Helin Yang ◽

Wen-De Zhong ◽

Chen Chen ◽

Arokiaswami Alphones ◽

Xianzhong Xie

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Internet Of Things ◽

Energy Efficient ◽

Efficient Resource ◽

Cognitive Internet Of Things

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Multichannel spectrum access based on reinforcement learning in cognitive internet of things

Ad Hoc Networks ◽

10.1016/j.adhoc.2020.102200 ◽

2020 ◽

Vol 106 ◽

pp. 102200 ◽

Author(s):

Can Sun ◽

Hua Ding ◽

Xin Liu

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Spectrum Access ◽

Multichannel Spectrum ◽

Cognitive Internet Of Things

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Urban Traffic Control in Software Defined Internet of Things via a Multi-Agent Deep Reinforcement Learning Approach

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2020.3023788 ◽

2020 ◽

pp. 1-13

Author(s):

Jiachen Yang ◽

Jipeng Zhang ◽

Huihui Wang

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Traffic Control ◽

Urban Traffic ◽

Learning Approach ◽

Multi Agent ◽

Urban Traffic Control

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Trajectory Design for UAV-Based Internet-of-Things Data Collection: A Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3102185 ◽

2021 ◽

pp. 1-1

Author(s):

Yang Wang ◽

Zhen Gao ◽

Jun Zhang ◽

Xianbin Cao ◽

Dezhi Zheng ◽

...

Keyword(s):

Reinforcement Learning ◽

Data Collection ◽

Internet Of Things ◽

Learning Approach ◽

Trajectory Design

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Deep Reinforcement Learning Optimal Transmission Algorithm for Cognitive Internet of Things with RF Energy Harvesting

IEEE Transactions on Cognitive Communications and Networking ◽

10.1109/tccn.2022.3142727 ◽

2022 ◽

pp. 1-1

Author(s):

Shaoai Guo ◽

Xiaohui Zhao

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Internet Of Things ◽

Rf Energy Harvesting ◽

Rf Energy ◽

Cognitive Internet Of Things

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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 Approach to Dynamic Spectrum Access in Internet-of-Things Networks

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8762091 ◽

2019 ◽

Author(s):

Han Cha ◽

Seong-Lyun Kim

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Dynamic Spectrum Access ◽

Dynamic Spectrum ◽

Learning Approach ◽

Spectrum Access

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