Reinforcement Learning for Energy-efficient Edge Caching in Mobile Edge Networks

IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infocomwkshps51825.2021.9484635 ◽

2021 ◽

Author(s):

Hantong Zheng ◽

Huan Zhou ◽

Ning Wang ◽

Peng Chen ◽

Shouzhi Xu

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Edge Networks ◽

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Energy-Efficient Task Offloading and Resource Allocation via Deep Reinforcement Learning for Augmented Reality in Mobile Edge Networks

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3050804 ◽

2021 ◽

pp. 1-1

Author(s):

Xing Chen ◽

Guizhong Liu

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Augmented Reality ◽

Energy Efficient ◽

Edge Networks ◽

Task Offloading

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Energy-efficient UAV trajectory design for backscatter communication: A deep reinforcement learning approach

China Communications ◽

10.23919/jcc.2020.10.009 ◽

2020 ◽

Vol 17 (10) ◽

pp. 129-141

Author(s):

Yiwen Nie ◽

Junhui Zhao ◽

Jun Liu ◽

Jing Jiang ◽

Ruijin Ding

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Learning Approach ◽

Trajectory Design ◽

Backscatter Communication

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Deep reinforcement learning enabled self-learning control for energy efficient driving

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2018.12.018 ◽

2019 ◽

Vol 99 ◽

pp. 67-81 ◽

Author(s):

Xuewei Qi ◽

Yadan Luo ◽

Guoyuan Wu ◽

Kanok Boriboonsomsin ◽

Matthew Barth

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Learning Control ◽

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Multi-Agent Deep Reinforcement Learning Based Cooperative Edge Caching for Ultra-Dense Next-Generation Networks

IEEE Transactions on Communications ◽

10.1109/tcomm.2020.3044298 ◽

2020 ◽

pp. 1-1

Author(s):

Shuangwu Chen ◽

Zhen Yao ◽

Xiaofeng Jiang ◽

Jian Yang ◽

Lajos Hanzo

Keyword(s):

Reinforcement Learning ◽

Next Generation Networks ◽

Next Generation ◽

Multi Agent ◽

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Reinforcement Learning-based Energy-Efficient Power Allocation for Underwater Full-Duplex Relay Network with Energy Harvesting

2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) ◽

10.1109/vtc2020-fall49728.2020.9348634 ◽

2020 ◽

Author(s):

Ranning Wang ◽

Esraa A. Makled ◽

Animesh Yadav ◽

Octavia A. Dobre ◽

Ruiqin Zhao

Keyword(s):

Reinforcement Learning ◽

Energy Harvesting ◽

Power Allocation ◽

Energy Efficient ◽

Full Duplex ◽

Relay Network ◽

Efficient Power ◽

Full Duplex Relay

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Deep Reinforcement Learning with Reference System to Handle Constraints for Energy-Efficient Train Control

Information Sciences ◽

10.1016/j.ins.2021.04.088 ◽

2021 ◽

Author(s):

Mengying Shang ◽

Yonghua Zhou ◽

Hamido Fujita

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Reference System ◽

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Reinforcement learning based energy-efficient internet-of-things video transmission

Intelligent and Converged Networks ◽

10.23919/icn.2020.0021 ◽

2020 ◽

Vol 1 (3) ◽

pp. 258-270

Author(s):

Yilin Xiao ◽

Guohang Niu ◽

Liang Xiao ◽

Yuzhen Ding ◽

Sicong Liu ◽

...

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Energy Efficient ◽

Video Transmission

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Edge Caching for IoT Transient Data Using Deep Reinforcement Learning

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon43393.2020.9255111 ◽

2020 ◽

Author(s):

Shuran Sheng ◽

Peng Chen ◽

Zhimin Chen ◽

Lenan Wu ◽

Hao Jiang

Keyword(s):

Reinforcement Learning ◽

Transient Data ◽

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A distributed reinforcement learning approach for energy and congestion-aware edge networks

Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies ◽

10.1145/3386367.3431670 ◽

2020 ◽

Author(s):

Alessio Sacco ◽

Flavio Esposito ◽

Guido Marchetto

Keyword(s):

Reinforcement Learning ◽

Learning Approach ◽

Distributed Reinforcement ◽

Edge Networks ◽

Congestion Aware

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Delay-aware and Energy-Efficient Computation Offloading in Mobile Edge Computing Using Deep Reinforcement Learning

IEEE Transactions on Cognitive Communications and Networking ◽

10.1109/tccn.2021.3066619 ◽

2021 ◽

pp. 1-1

Author(s):

Laha Ale ◽

Ning Zhang ◽

Xiaojie Fang ◽

Xianfu Chen ◽

Shaohua Wu ◽

...

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Efficient Computation

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