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Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/31
Adaptive traffic signal control  Deep learning  Knowledge sharing  Multi-agent reinforcement learning  Transportation network  
Generating Adversarial Perturbation with Root Mean Square Gradient Conference paper
Proceedings of AAAI Workshops, 2019., Honolulu, Hawaii, USA, 2019-1-28
Authors:  Xiao, Yatie;  Pun, Chi-Man;  Zhou, Jiezhe
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/05/21
Shared Autoencoder Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 9,Page: 4272-4286
Authors:  Li, Jinxing;  Zhang, Bob;  Zhang, David
Favorite |  | TC[WOS]:5 TC[Scopus]:11 | Submit date:2018/10/30
Autoencoder  Discriminative  Gaussian Process (Gp)  Kernel  Latent Variable Model  Multiview  
Reinforcement learning design-based adaptive tracking control with less learning parameters for nonlinear discrete-time MIMO systems Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2015,Volume: 26,Issue: 1,Page: 165
Authors:  Liu Y.-J.;  Tang L.;  Tong S.;  Chen C.L.P.;  Li D.-J.
Favorite |  | TC[WOS]:156 TC[Scopus]:166 | Submit date:2018/10/30
Adaptive control  discrete-time systems  online approximators  reinforcement learning (RL)  uncertain nonlinear systems.  
Nonnegative class-specific entropy component analysis with adaptive step search criterion Journal article
Pattern Analysis and Applications, 2014,Volume: 17,Issue: 1,Page: 113-127
Authors:  Miao Cheng;  Chi-Man Pun;  Yuan Yan Tang
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2019/02/11
Diseased Nonnegative Learning Problem  General Objective Functions  Line Search  Nonnegative Learning  
Adaptive control using fully online sequential-extreme learning machine and a case study on engine air-fuel ratio regulation Journal article
Mathematical Problems in Engineering, 2014,Volume: 2014
Authors:  Wong P.K.;  Vong C.M.;  Gao X.H.;  Wong K.I.
Favorite |  | TC[WOS]:5 TC[Scopus]:15 | Submit date:2018/10/30
On the conjugate gradients (CG) training algorithm of fuzzy neural networks (FNNs) via its equivalent fully connected neural networks (FFNNs) Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Authors:  Wang J.;  Chen C.L.P.;  Wang C.-H.
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/02/11
conjugate gradients  Fuzzy Logic  Fuzzy Neural Networks  Gradient Descent  Neural Networks  
Finding the near optimal learning rates of Fuzzy Neural Networks (FNNs) via its equivalent fully connected neural networks (FFNNs) Conference paper
Proceedings 2012 International Conference on System Science and Engineering, ICSSE 2012
Authors:  Wang J.;  Chen C.L.P.;  Wang C.-H.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Back Propagations  Fuzzy Logic  Fuzzy Neural Networks  Gradient Descent  Neural Networks  Optimal training  
On the BP training algorithm of fuzzy neural networks (FNNs) via its equivalent fully connected neural networks (FFNNs) Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Authors:  Wang J.;  Wang C.-H.;  Chen C.L.P.
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2019/02/11
Back Propagations  Fuzzy Logic  Fuzzy Neural Networks  Gradient Descent  Neural Networks  
Adaptive fuzzy wavelet neural network filter for hand tremor canceling in microsurgery Journal article
Applied Soft Computing Journal, 2011,Volume: 11,Issue: 8,Page: 5315-5329
Authors:  Liu Z.;  Wu Q.;  Zhang Y.;  Wang Y.;  Chen C.L.P.
Favorite |  | TC[WOS]:12 TC[Scopus]:13 | Submit date:2019/02/11
Fuzzy wavelet neural network filter (FWNNF)  Hand tremor  Minimally invasive surgery (MIS)  Wavelet