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Joint Channel Estimation and Reinforcement-Learning-Based Resource Allocation of Intelligent-Reflecting-Surface-Aided Multicell Mobile Edge Computing Journal article
Xu Wenhan, Yu Jiadong, Wu Yuan, Tsang Danny Hin Kwok. Joint Channel Estimation and Reinforcement-Learning-Based Resource Allocation of Intelligent-Reflecting-Surface-Aided Multicell Mobile Edge Computing[J]. IEEE Internet of Things Journal, 2024, 11(7), 11862-11875.
Authors:  Xu Wenhan;  Yu Jiadong;  Wu Yuan;  Tsang Danny Hin Kwok
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.2/9.0 | Submit date：2024/05/02
Channel Estimate  Intelligent Reflecting Surface (Irs)  Mobile Edge Computation  Multicell Networks  Proximal Policy Optimization (Ppo)  Reinforcement Learning (Rl)  
A Distributional Perspective on Multiagent Cooperation With Deep Reinforcement Learning Journal article
Liwei, Huan, Mingsheng, Fu, Ananya, Rao, Athirai A., Irissappane, Jie, Zhang, Chengzhong, Xu. A Distributional Perspective on Multiagent Cooperation With Deep Reinforcement Learning[J].  IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 4246-4259.
Authors:  Liwei, Huan;  Mingsheng, Fu;  Ananya, Rao;  Athirai A., Irissappane;  Jie, Zhang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2023/08/08
Deep Reinforcement Learning (Rl)  Distributional Rl  Multiagent System  Neural Network  
Reinforcement Learning-Based Adaptive Control of a Piezo-Driven Nanopositioning System Journal article
Chen, Liheng, Xu, Qingsong. Reinforcement Learning-Based Adaptive Control of a Piezo-Driven Nanopositioning System[J]. IEEE Open Journal of the Industrial Electronics Society, 2024, 5, 28-40.
Authors:  Chen, Liheng;  Xu, Qingsong
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Motion Control  Nanopositioning  Piezoelectric Actuator  Reinforcement Learning (Rl) Adaptive Control  
Self-Supervised Imitation for Offline Reinforcement Learning With Hindsight Relabeling Journal article
Yu, Xudong, Bai, Chenjia, Wang, Changhong, Yu, Dengxiu, Chen, C. L.Philip, Wang, Zhen. Self-Supervised Imitation for Offline Reinforcement Learning With Hindsight Relabeling[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53(12), 7732-7743.
Authors:  Yu, Xudong;  Bai, Chenjia;  Wang, Changhong;  Yu, Dengxiu;  Chen, C. L.Philip; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.6/8.7 | Submit date：2024/01/02
Hindsight Relabeling  Offline Reinforcement Learning (Rl)  Supervised Learning  
MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control Journal article
Yang, Ming, Wang, Yiming, Yu, Yang, Zhou, Mingliang, U, Leong Hou. MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control[J]. IEEE Transactions on Industrial Informatics, 2023, 20(2), 2653-2661.
Authors:  Yang, Ming;  Wang, Yiming;  Yu, Yang;  Zhou, Mingliang;  U, Leong Hou
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:11.7/11.4 | Submit date：2023/09/07
Cooperative Systems  Deep Neural Networks  Multiagent Systems  Reinforcement Learning (Rl)  Traffic Light Control  
Reinforcement Learning Based Sliding Mode Control for a Hybrid-STATCOM Journal article
Cheng Gong, Wai-Kit Sou, Chi-Seng Lam. Reinforcement Learning Based Sliding Mode Control for a Hybrid-STATCOM[J]. IEEE Transactions on Power Electronics, 2023, 38(6), 6795-6800.
Authors:  Cheng Gong;  Wai-Kit Sou;  Chi-Seng Lam
Favorite | TC[WOS]:12 TC[Scopus]:14  IF:6.6/6.9 | Submit date：2023/07/27
Hybrid Static Synchronous Compensator (Hybrid-statcom)  Power Quality  Reinforcement Learning (Rl)  Sliding Mode Control (Smc)  
Model-Free λ-Policy Iteration for Discrete-Time Linear Quadratic Regulation Journal article
Yang, Yongliang, Kiumarsi, Bahare, Modares, Hamidreza, Xu, Chengzhong. Model-Free λ-Policy Iteration for Discrete-Time Linear Quadratic Regulation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 34(2), 635-649.
Authors:  Yang, Yongliang;  Kiumarsi, Bahare;  Modares, Hamidreza;  Xu, Chengzhong
Favorite | TC[WOS]:117 TC[Scopus]:113  IF:10.2/10.4 | Submit date：2023/03/06
Algebraic Riccati Equation (Are)  Fixed-point Theory  Off-policy Reinforcement Learning (Rl)  Optimal Control  
CD-Guide: A Dispatching and Charging Approach for Electric Taxicabs Journal article
Yan, Li, Shen, Haiying, Kang, Liuwang, Zhao, Juanjuan, Zhang, Zhe, Xu, Chengzhong. CD-Guide: A Dispatching and Charging Approach for Electric Taxicabs[J]. IEEE Internet of Things Journal, 2022, 9(23), 23302-23319.
Authors:  Yan, Li;  Shen, Haiying;  Kang, Liuwang;  Zhao, Juanjuan;  Zhang, Zhe; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.2/9.0 | Submit date：2023/01/30
Electric Taxicab Dispatching  Mobility Data Analysis  Multiobjective Route Planning  Reinforcement Learning (Rl)  
Inference-Based Posteriori Parameter Distribution Optimization Journal article
Wang, Xuesong, Li, Tianyi, Cheng, Yuhu, Chen, C. L.Philip. Inference-Based Posteriori Parameter Distribution Optimization[J]. IEEE Transactions on Cybernetics, 2022, 52(5), 3006-3017.
Authors:  Wang, Xuesong;  Li, Tianyi;  Cheng, Yuhu;  Chen, C. L.Philip
Favorite | TC[WOS]:7 TC[Scopus]:9  IF:9.4/10.3 | Submit date：2022/08/05
Exploration  Inference  Parameter Distribution  Reinforcement Learning (Rl)  
Neural Networks Enhanced Optimal Admittance Control of Robot-Environment Interaction Using Reinforcement Learning Journal article
Peng, Guangzhu, Chen, C. L.P., Yang, Chenguang. Neural Networks Enhanced Optimal Admittance Control of Robot-Environment Interaction Using Reinforcement Learning[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(9), 4551-4561.
Authors:  Peng, Guangzhu;  Chen, C. L.P.;  Yang, Chenguang
Favorite | TC[WOS]:47 TC[Scopus]:54  IF:10.2/10.4 | Submit date：2022/05/13
Adaptive Control  Admittance Control  Neural Networks (Nns)  Reinforcement Learning (Rl)  Robot-environment Interaction