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Security Enhancement for RIS-Aided MEC Systems with Deep Reinforcement Learning
Journal article
Fang, Kai, Ouyang, Yuxuan, Zheng, Beixiong, Huang, Lei, Wang, Gang, Chen, Zhen. Security Enhancement for RIS-Aided MEC Systems with Deep Reinforcement Learning[J]. IEEE Transactions on Communications, 2024.
Authors:
Fang, Kai
;
Ouyang, Yuxuan
;
Zheng, Beixiong
;
Huang, Lei
;
Wang, Gang
; et al.
Favorite
|
TC[Scopus]:
0
IF:
7.2
/
6.3
|
Submit date:2024/11/05
Mobile Edge Computing (Mec)
Reconfigurable Intelligent Surface (Ris)
Non-orthogonal Multiple Access (Noma)
Twin Delayed Deep Deterministic Policy Gradient
Expert System-Based Multiagent Deep Deterministic Policy Gradient for Swarm Robot Decision Making
Journal article
Wang, Zhen, Jin, Xiaoyue, Zhang, Tao, Li, Jiahao, Yu, Dengxiu, Cheong, Kang Hao, Chen, C. L.Philip. Expert System-Based Multiagent Deep Deterministic Policy Gradient for Swarm Robot Decision Making[J]. IEEE Transactions on Cybernetics, 2024, 54(3), 1614-1624.
Authors:
Wang, Zhen
;
Jin, Xiaoyue
;
Zhang, Tao
;
Li, Jiahao
;
Yu, Dengxiu
; et al.
Favorite
|
TC[WOS]:
7
TC[Scopus]:
7
IF:
9.4
/
10.3
|
Submit date:2024/04/02
Model Prediction Control
Multiagent Deep Deterministic Policy Gradient (Maddpg)
Swarm Robot Decision Making
IRS Assisted NOMA Aided Mobile Edge Computing with Queue Stability: Heterogeneous Multi-Agent Reinforcement Learning
Journal article
Yu Jiadong, Li Yang, Liu Xiaolan, Sun Bo, Wu Yuan, Tsang Danny H.K.. IRS Assisted NOMA Aided Mobile Edge Computing with Queue Stability: Heterogeneous Multi-Agent Reinforcement Learning[J]. IEEE Transactions on Wireless Communications, 2022, 22(7), 4296 - 4312.
Authors:
Yu Jiadong
;
Li Yang
;
Liu Xiaolan
;
Sun Bo
;
Wu Yuan
; et al.
Favorite
|
TC[WOS]:
23
TC[Scopus]:
31
IF:
8.9
/
8.6
|
Submit date:2023/01/30
Deep Deterministic Policy Gradient
Irs
Mobile Edge Computing
Noma
Reinforcement Learning
Energy Efficient Joint Computation Offloading and Service Caching for Mobile Edge Computing: A Deep Reinforcement Learning Approach
Journal article
Huan Zhou, Zhenyu Zhang, Yuan Wu, Mianxiong Dong, Victor C. M. Leung. Energy Efficient Joint Computation Offloading and Service Caching for Mobile Edge Computing: A Deep Reinforcement Learning Approach[J]. IEEE Transactions on Green Communications and Networking, 2022, 7(2), 950-961.
Authors:
Huan Zhou
;
Zhenyu Zhang
;
Yuan Wu
;
Mianxiong Dong
;
Victor C. M. Leung
Favorite
|
TC[WOS]:
24
TC[Scopus]:
36
IF:
5.3
/
4.5
|
Submit date:2022/08/19
Computation Offloading
Service Caching
Mobile Edge Computing
Deep Deterministic Policy Gradient
Energy Efficient Joint Computation Offloading and Service Caching for Mobile Edge Computing: A Deep Reinforcement Learning Approach
Journal article
Zhou Huan, Zhang Zhenyu, Wu Yuan, Dong Mianxiong, Leung Victor C. M.. Energy Efficient Joint Computation Offloading and Service Caching for Mobile Edge Computing: A Deep Reinforcement Learning Approach[J]. IEEE Transactions on Green Communications and Networking, 2022, 7(2), 950-961.
Authors:
Zhou Huan
;
Zhang Zhenyu
;
Wu Yuan
;
Dong Mianxiong
;
Leung Victor C. M.
Favorite
|
TC[WOS]:
24
TC[Scopus]:
36
IF:
5.3
/
4.5
|
Submit date:2022/08/05
Service Caching
Computation Offloading
Deep Deterministic Policy Gradient
Mobile Edge Computing
Adaptive Sliding Mode Disturbance Observer and Deep Reinforcement Learning Based Motion Control for Micropositioners
Journal article
Liang, S., Xi, R., Xiao, X., Yang, Z. X.. Adaptive Sliding Mode Disturbance Observer and Deep Reinforcement Learning Based Motion Control for Micropositioners[J]. Micromachines, 2022, 1-10.
Authors:
Liang, S.
;
Xi, R.
;
Xiao, X.
;
Yang, Z. X.
Favorite
|
IF:
3.0
/
3.0
|
Submit date:2022/08/31
micropositioners
reinforcement learning
disturbance observer
deep deterministic policy gradient
Adaptive Sliding Mode Disturbance Observer and Deep Reinforcement Learning Based Motion Control for Micropositioners
Journal article
Liang, Shiyun, Xi, Ruidong, Xiao, Xiao, Yang, Zhixin. Adaptive Sliding Mode Disturbance Observer and Deep Reinforcement Learning Based Motion Control for Micropositioners[J]. Micromachines, 2022, 13(3), 458.
Authors:
Liang, Shiyun
;
Xi, Ruidong
;
Xiao, Xiao
;
Yang, Zhixin
Favorite
|
TC[WOS]:
5
TC[Scopus]:
5
IF:
3.0
/
3.0
|
Submit date:2022/05/13
Deep Deterministic Policy Gradient
Disturbance Observer
Micropositioners
Reinforcement Learning
An Intelligent Train Operation Method Based on Event-Driven Deep Reinforcement Learning
Journal article
Zhang, Liqing, U, Leong Hou, Zhou, Mingliang, Li, Zhenning. An Intelligent Train Operation Method Based on Event-Driven Deep Reinforcement Learning[J]. IEEE Transactions on Industrial Informatics, 2021, 18(10), 6973-6980.
Authors:
Zhang, Liqing
;
U, Leong Hou
;
Zhou, Mingliang
;
Li, Zhenning
Favorite
|
TC[WOS]:
15
TC[Scopus]:
19
IF:
11.7
/
11.4
|
Submit date:2022/05/13
Deep Deterministic Policy Gradient (Ddpg)
Deep Reinforcement-based Train Operation (Drto)
Event Driven