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Towards scalable and efficient Deep-RL in edge computing: A game-based partition approach Journal article
Journal of Parallel and Distributed Computing, 2022,Volume: 168,Page: 108-119
Authors:  Dai, Hao;  Wu, Jiashu;  Wang, Yang;  Xu, Chengzhong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/08/02
Deep Reinforcement Learning  Dnn Partition  Game Theory  Mobile Edge Computing  
Neural Networks Enhanced Optimal Admittance Control of Robot-Environment Interaction Using Reinforcement Learning Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4551-4561
Authors:  Peng, Guangzhu;  Chen, C. L.P.;  Yang, Chenguang
Favorite |  | TC[WOS]:17 TC[Scopus]:18 | Submit date:2022/05/13
Adaptive Control  Admittance  Admittance Control  Artificial Neural Networks  Impedance  Learning Systems  Manipulators  Neural Networks (Nns)  Reinforcement Learning (Rl)  Robot-environment Interaction.  Trajectory  Uncertainty  
Public transport for Smart cities: Recent Innovations and future challenges Journal article
European Journal of Operational Research, 2022
Authors:  KUO, Y.-H.;  Janny M.Y. Leung;  YAN, Yimo
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/22
Transportation  Public Transit  Smart Cities  Analytics  Survey  
Inference-Based Posteriori Parameter Distribution Optimization Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 5,Page: 3006-3017
Authors:  Wang, Xuesong;  Li, Tianyi;  Cheng, Yuhu;  Chen, C. L.Philip
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2022/08/05
Exploration  Inference  Parameter Distribution  Reinforcement Learning (Rl)  
Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Journal of Modern Power Systems and Clean Energy, 2022,Volume: 10,Issue: 3,Page: 743-754
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
Adobe PDF | Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2022/06/19
Demand Response  
Integrated Double Estimator Architecture for Reinforcement Learning Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 5,Page: 3111-3122
Authors:  Lv, Pingli;  Wang, Xuesong;  Cheng, Yuhu;  Duan, Ziming;  Chen, C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2022/08/02
Reinforcement learning based model-free optimized trajectory tracking strategy design for an AUV Journal article
Neurocomputing, 2022,Volume: 469,Page: 289-297
Authors:  Duan, Kairong;  Fong, Simon;  Chen, C. L.Philip
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2022/02/21
Auv  Hji Equation  Model-free  Rl Algorithm  Robust Control  
Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space Journal article
Artificial Intelligence Review, 2022,Volume: 55,Issue: 1,Page: 23-58
Authors:  Yang, Yongliang;  Zhu, Hufei;  Zhang, Qichao;  Zhao, Bo;  Li, Zhenning;  Wunsch, Donald C.
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2022/02/21
Actor-critic Learning  Non-parametric Learning  Online Sparsification  Reproducing Kernel Hilbert Space  Value Function Approximation  
Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2021,Volume: 13,Issue: 4,Page: 1023-1032
Authors:  Cheng, Yuhu;  Chen, Lin;  Chen, C. L.Philip;  Wang, Xuesong
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2022/01/14
Convergence Speed  Deep Reinforcement Learning (Drl)  Off-policy  Steffensen Iteration  Value Iteration (Vi)  
Reinforcement learning-based QoE-oriented dynamic adaptive streaming framework Journal article
Information Sciences, 2021,Volume: 569,Page: 786-803
Authors:  Wei, Xuekai;  Zhou, Mingliang;  Kwong, Sam;  Yuan, Hui;  Wang, Shiqi;  Zhu, Guopu;  Cao, Jingchao
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2021/12/08
Machine Learning  Mpeg-dash  Quality Of Experience  Reinforcement Learning