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Reliability-Optimal Offloading in Low-latency Edge Computing Networks: Analytical and Reinforcement Learning Based Designs
IEEE Transactions on Vehicular Technology
◽
10.1109/tvt.2021.3073791
◽
2021
◽
pp. 1-1
Author(s):
Yao Zhu
◽
Yulin Hu
◽
Tianyu Yang
◽
Tao Yang
◽
Jannik Vogt
◽
...
Keyword(s):
Reinforcement Learning
◽
Edge Computing
◽
Low Latency
Download Full-text
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Deep Reinforcement Learning based Resource Allocation in Low Latency Edge Computing Networks
2018 15th International Symposium on Wireless Communication Systems (ISWCS)
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10.1109/iswcs.2018.8491089
◽
2018
◽
Cited By ~ 36
Author(s):
Tianyu Yang
◽
Yulin Hu
◽
M. Cenk Gursoy
◽
Anke Schmeink
◽
Rudolf Mathar
Keyword(s):
Resource Allocation
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Reinforcement Learning
◽
Edge Computing
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Deep reinforcement learning-based resource allocation and seamless handover in multi-access edge computing based on SDN
Knowledge and Information Systems
◽
10.1007/s10115-021-01590-4
◽
2021
◽
Author(s):
Chunlin Li
◽
Yong Zhang
◽
Youlong Luo
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Edge Computing
◽
Seamless Handover
◽
Multi Access
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Deep reinforcement learning for dynamic computation offloading and resource allocation in cache-assisted mobile edge computing systems
Intelligent and Converged Networks
◽
10.23919/icn.2020.0014
◽
2020
◽
Vol 1
(2)
◽
pp. 181-198
Author(s):
Samrat Nath
◽
Jingxian Wu
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Edge Computing
◽
Computation Offloading
◽
Mobile Edge Computing
◽
Computing Systems
◽
Dynamic Computation
Download Full-text
Deep reinforcement learning-based computation offloading and resource allocation in security-aware mobile edge computing
Wireless Networks
◽
10.1007/s11276-021-02643-w
◽
2021
◽
Author(s):
H. C. Ke
◽
H. Wang
◽
H. W. Zhao
◽
W. J. Sun
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Edge Computing
◽
Computation Offloading
◽
Mobile Edge Computing
Download Full-text
Deep reinforcement learning for computation offloading in mobile edge computing environment
Computer Communications
◽
10.1016/j.comcom.2021.04.028
◽
2021
◽
Author(s):
Miaojiang Chen
◽
Tian Wang
◽
Shaobo Zhang
◽
Anfeng Liu
Keyword(s):
Reinforcement Learning
◽
Edge Computing
◽
Computation Offloading
◽
Mobile Edge Computing
◽
Computing Environment
Download Full-text
Multi-user Computation Offloading for Mobile Edge Computing: A Deep Reinforcement Learning and Game Theory Approach
2020 IEEE 20th International Conference on Communication Technology (ICCT)
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10.1109/icct50939.2020.9295872
◽
2020
◽
Author(s):
Shanni Liang
◽
Haibin Wan
◽
Tuanfa Qin
◽
Jun Li
◽
Wen Chen
Keyword(s):
Game Theory
◽
Reinforcement Learning
◽
Edge Computing
◽
Computation Offloading
◽
Theory Approach
◽
Mobile Edge Computing
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Deep Reinforcement Learning and Optimization Based Green Mobile Edge Computing
2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC)
◽
10.1109/ccnc49032.2021.9369566
◽
2021
◽
Author(s):
Yang Yang
◽
Yulin Hu
◽
M. Cenk Gursoy
Keyword(s):
Reinforcement Learning
◽
Edge Computing
◽
Mobile Edge Computing
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Adaptive Digital Twin and Multi-agent Deep Reinforcement Learning for Vehicular Edge Computing and Networks
IEEE Transactions on Industrial Informatics
◽
10.1109/tii.2021.3088407
◽
2021
◽
pp. 1-1
Author(s):
Ke Zhang
◽
Jiayu Cao
◽
Yan Zhang
Keyword(s):
Reinforcement Learning
◽
Edge Computing
◽
Digital Twin
◽
Multi Agent
Download Full-text
Deep reinforcement learning based computation offloading and resource allocation for low-latency fog radio access networks
Intelligent and Converged Networks
◽
10.23919/icn.2020.0020
◽
2020
◽
Vol 1
(3)
◽
pp. 243-257
Author(s):
G. M. Shafiqur Rahman
◽
Tian Dang
◽
Manzoor Ahmed
Keyword(s):
Resource Allocation
◽
Reinforcement Learning
◽
Access Networks
◽
Computation Offloading
◽
Low Latency
◽
Radio Access Networks
◽
Radio Access
Download Full-text
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
Download Full-text
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