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A Survey on Reinforcement Learning-Aided Caching in Heterogeneous Mobile Edge Networks
IEEE Access
◽
10.1109/access.2022.3140719
◽
2022
◽
pp. 1-1
Author(s):
Nikolaos Nomikos
◽
Spyros Zoupanos
◽
Themistoklis Charalambous
◽
Ioannis Krikidis
Keyword(s):
Reinforcement Learning
◽
Edge Networks
Download Full-text
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References
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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Service Function Chaining in NFV-Enabled Edge Networks with Natural Actor-Critic Deep Reinforcement Learning
10.1109/iccc52777.2021.9580255
◽
2021
◽
Author(s):
Ruijie Wang
◽
Junhuai Li
◽
Kan Wang
◽
Xuan Liu
◽
Xuan Lit
Keyword(s):
Reinforcement Learning
◽
Service Function
◽
Edge Networks
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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
◽
Edge Caching
Download Full-text
Deep Reinforcement Learning for DAG-based Concurrent Requests Scheduling in Edge Networks
10.1007/978-3-030-86137-7_39
◽
2021
◽
pp. 359-366
Author(s):
Yaqiang Zhang
◽
Ruyang Li
◽
Zhangbing Zhou
◽
Yaqian Zhao
◽
Rengang Li
Keyword(s):
Reinforcement Learning
◽
Edge Networks
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Video Surveillance on Mobile Edge Networks—A Reinforcement-Learning-Based Approach
IEEE Internet of Things Journal
◽
10.1109/jiot.2020.2968941
◽
2020
◽
Vol 7
(6)
◽
pp. 4746-4760
Author(s):
Haoji Hu
◽
Hangguan Shan
◽
Chuankun Wang
◽
Tengxu Sun
◽
Xiaojian Zhen
◽
...
Keyword(s):
Reinforcement Learning
◽
Video Surveillance
◽
Edge Networks
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Online Scheduling Optimization for DAG-Based Requests Through Reinforcement Learning in Collaboration Edge Networks
IEEE Access
◽
10.1109/access.2020.2987574
◽
2020
◽
Vol 8
◽
pp. 72985-72996
Author(s):
Yaqiang Zhang
◽
Zhangbing Zhou
◽
Zhensheng Shi
◽
Lin Meng
◽
Zhenjiang Zhang
Keyword(s):
Reinforcement Learning
◽
Online Scheduling
◽
Scheduling Optimization
◽
Edge Networks
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Multi-Agent Reinforcement Learning Based Cooperative Content Caching for Mobile Edge Networks
IEEE Access
◽
10.1109/access.2019.2916314
◽
2019
◽
Vol 7
◽
pp. 61856-61867
◽
Cited By ~ 12
Author(s):
Wei Jiang
◽
Gang Feng
◽
Shuang Qin
◽
Yijing Liu
Keyword(s):
Reinforcement Learning
◽
Content Caching
◽
Multi Agent
◽
Edge Networks
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Deep Reinforcement Learning for Collaborative Offloading in Heterogeneous Edge Networks
2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid)
◽
10.1109/ccgrid51090.2021.00039
◽
2021
◽
Author(s):
Dinh C. Nguyen
◽
Pubudu N. Pathirana
◽
Ming Ding
◽
Aruna Seneviratne
Keyword(s):
Reinforcement Learning
◽
Edge Networks
Download Full-text
A Reinforcement Learning and Blockchain-Based Trust Mechanism for Edge Networks
IEEE Transactions on Communications
◽
10.1109/tcomm.2020.2995371
◽
2020
◽
Vol 68
(9)
◽
pp. 5460-5470
◽
Cited By ~ 1
Author(s):
Liang Xiao
◽
Yuzhen Ding
◽
Donghua Jiang
◽
Jinhao Huang
◽
Dongming Wang
◽
...
Keyword(s):
Reinforcement Learning
◽
Trust Mechanism
◽
Edge Networks
Download Full-text
Deep Reinforcement Learning for Distributed Computation Offloading in Massive-user Mobile Edge Networks
2020 International Conference on Wireless Communications and Signal Processing (WCSP)
◽
10.1109/wcsp49889.2020.9299723
◽
2020
◽
Author(s):
Bo Jiang
◽
Kuikui Li
◽
Bo Zhou
◽
Meixia Tao
◽
Zhiyong Chen
Keyword(s):
Reinforcement Learning
◽
Distributed Computation
◽
Computation Offloading
◽
Edge Networks
Download Full-text
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