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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  
Deterministic Policy Gradient based Reinforcement Learning for Current Control of Hybrid Active Power Filter Conference paper
Gong, Cheng, Leong, Chio Hong, Lam, Chi Seng. Deterministic Policy Gradient based Reinforcement Learning for Current Control of Hybrid Active Power Filter[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Gong, Cheng;  Leong, Chio Hong;  Lam, Chi Seng
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/05
Deterministic Policy Gradient  Hybrid Active Power Filter  Power Quality  Reinforcement Learning  
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]:22 TC[Scopus]:31  IF:8.9/8.6 | Submit date：2023/01/30
Deep Deterministic Policy Gradient  Irs  Mobile Edge Computing  Noma  Reinforcement Learning  
Risk-sensitive infinite-horizon discounted piecewise deterministic Markov decision processes Journal article
Huang, Yonghui, Lian, Zhaotong, Guo, Xianping. Risk-sensitive infinite-horizon discounted piecewise deterministic Markov decision processes[J]. Operational Research, 2022, 22(5), 5791-5816.
Authors:  Huang, Yonghui;  Lian, Zhaotong;  Guo, Xianping
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.3/2.4 | Submit date：2022/08/05
Discounted Cost  Hjb Equation  Non-stationarity  Piecewise Deterministic Markov Decision Processes  Risk Sensitive  
Collaborative granular sieving: A deterministic multievolutionary algorithm for multimodal optimization problems Journal article
Dai, Lei, Zhang, Liming, Chen, Zehua, Ding, Weiping. Collaborative granular sieving: A deterministic multievolutionary algorithm for multimodal optimization problems[J]. INFORMATION SCIENCES, 2022, 613, 288-308.
Authors:  Dai, Lei;  Zhang, Liming;  Chen, Zehua;  Ding, Weiping
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:0/0 | Submit date：2022/11/07
Deterministic Global Optimization  Evolutionary Algorithm  Granular Computing  Multimodal Optimization  
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  
Novel hybrid extreme learning machine and multi-objective optimization algorithm for air pollution prediction Journal article
Lu Bai, Zhi Liu, Jianzhou Wang. Novel hybrid extreme learning machine and multi-objective optimization algorithm for air pollution prediction[J]. Applied Mathematical Modelling, 2022, 106, 177-198.
Authors:  Lu Bai;  Zhi Liu;  Jianzhou Wang
Favorite | TC[WOS]:17 TC[Scopus]:19  IF:4.4/4.2 | Submit date：2022/05/13
Data Decomposition  Deterministic And Interval Predictions  Hybrid Prediction Model  Improved Extreme Learning Machine  Mathematical Modelling  Multi-objective Optimization Approach  
Granular sieving algorithm for selecting best n parameters Journal article
Qian, Tao, Dai, Lei, Zhang, Liming, Chen, Zehua. Granular sieving algorithm for selecting best n parameters[J]. Mathematical Methods in the Applied Sciences, 2022, 45(12), 7495-7509.
Authors:  Qian, Tao;  Dai, Lei;  Zhang, Liming;  Chen, Zehua
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:2.1/2.0 | Submit date：2022/05/17
DetermInistic Method In Global Optimization  Global Minimum And Minimizer  Lipschitz Condition  Partition Of Set