Enabling Sustainable Underwater IoT Networks With Energy Harvesting: A Decentralized Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.2990733 ◽

2020 ◽

Vol 7 (10) ◽

pp. 9953-9964 ◽

Author(s):

Mengqi Han ◽

Jianli Duan ◽

Sami Khairy ◽

Lin X. Cai

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Learning Approach

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Dynamic Computation Offloading With Energy Harvesting Devices: A Hybrid-Decision-Based Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.3000527 ◽

2020 ◽

Vol 7 (10) ◽

pp. 9303-9317

Author(s):

Jing Zhang ◽

Jun Du ◽

Yuan Shen ◽

Jian Wang

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Computation Offloading ◽

Learning Approach ◽

Dynamic Computation ◽

Energy Harvesting Devices

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Distributed Power Control for Large Energy Harvesting Networks: A Multi-Agent Deep Reinforcement Learning Approach

IEEE Transactions on Cognitive Communications and Networking ◽

10.1109/tccn.2019.2949589 ◽

2019 ◽

Vol 5 (4) ◽

pp. 1140-1154 ◽

Author(s):

Mohit K. Sharma ◽

Alessio Zappone ◽

Mohamad Assaad ◽

Merouane Debbah ◽

Spyridon Vassilaras

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Power Control ◽

Large Energy ◽

Learning Approach ◽

Distributed Power ◽

Distributed Power Control ◽

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On the Design of Tailored Neural Networks for Energy Harvesting Broadcast Channels: A Reinforcement Learning Approach

IEEE Access ◽

10.1109/access.2020.3026362 ◽

2020 ◽

Vol 8 ◽

pp. 179678-179691

Author(s):

Heasung Kim ◽

Jungtai Kim ◽

Wonjae Shin ◽

Heecheol Yang ◽

Nayoung Lee ◽

...

Keyword(s):

Neural Networks ◽

Reinforcement Learning ◽

Energy Harvesting ◽

Broadcast Channels ◽

Learning Approach

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Optimal Power Allocation for Full-Duplex Underwater Relay Networks With Energy Harvesting: A Reinforcement Learning Approach

IEEE Wireless Communications Letters ◽

10.1109/lwc.2019.2948992 ◽

2020 ◽

Vol 9 (2) ◽

pp. 223-227 ◽

Author(s):

Ranning Wang ◽

Animesh Yadav ◽

Esraa A. Makled ◽

Octavia A. Dobre ◽

Ruiqin Zhao ◽

...

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Power Allocation ◽

Relay Networks ◽

Full Duplex ◽

Learning Approach ◽

Optimal Power Allocation ◽

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Status Update for Correlated Energy Harvesting Sensors: A Deep Reinforcement Learning Approach

2020 International Conference on Wireless Communications and Signal Processing (WCSP) ◽

10.1109/wcsp49889.2020.9299882 ◽

2020 ◽

Author(s):

Nan Zhao ◽

Chao Xu ◽

Shun Zhang ◽

Yiping Xie ◽

Xijun Wang ◽

...

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Learning Approach

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Optimal cooperative cognitive relaying and spectrum access for an energy harvesting cognitive radio: Reinforcement learning approach

2015 International Conference on Computing, Networking and Communications (ICNC) ◽

10.1109/iccnc.2015.7069344 ◽

2015 ◽

Author(s):

Ahmed El Shafie ◽

Tamer Khattab ◽

Hussien Saad ◽

Amr Mohamed

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Energy Harvesting ◽

Learning Approach ◽

Spectrum Access

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An Actor-Critic Reinforcement Learning Approach to Minimum age of Information Scheduling in Energy Harvesting Networks

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp39728.2021.9415110 ◽

2021 ◽

Author(s):

Shiyang Leng ◽

Aylin Yener

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Learning Approach ◽

Minimum Age ◽

Information Scheduling ◽

Age Of Information

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A Deep Reinforcement Learning Approach to Energy-harvesting UAV-aided Data Collection

2020 International Conference on Wireless Communications and Signal Processing (WCSP) ◽

10.1109/wcsp49889.2020.9299806 ◽

2020 ◽

Author(s):

Ning Zhang ◽

Juan Liu ◽

Lingfu Xie ◽

Peng Tong

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Data Collection ◽

Learning Approach

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Dynamic control of functional splits for energy harvesting virtual small cells: A distributed reinforcement learning approach

Computer Communications ◽

10.1016/j.comcom.2019.09.002 ◽

2019 ◽

Vol 148 ◽

pp. 48-61 ◽

Author(s):

Dagnachew Azene Temesgene ◽

Marco Miozzo ◽

Paolo Dini

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Dynamic Control ◽

Small Cells ◽

Learning Approach ◽

Distributed Reinforcement

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An Actor-Critic Reinforcement Learning Approach for Energy Harvesting Communications Systems

2019 28th International Conference on Computer Communication and Networks (ICCCN) ◽

10.1109/icccn.2019.8846912 ◽

2019 ◽

Author(s):

Ala'eddin Masadeh ◽

Zhengdao Wang ◽

Ahmed E. Kamal

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Learning Approach ◽

Communications Systems

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