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Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space Journal article
Yang, Yongliang, Zhu, Hufei, Zhang, Qichao, Zhao, Bo, Li, Zhenning, Wunsch, Donald C.. Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space[J]. Artificial Intelligence Review, 2021, 55, 23-58.
Authors:  Yang, Yongliang;  Zhu, Hufei;  Zhang, Qichao;  Zhao, Bo;  Li, Zhenning; et al.
Favorite | TC[WOS]:23 TC[Scopus]:22  IF:10.7/11.7 | Submit date：2022/02/21
Actor-critic Learning  Non-parametric Learning  Online Sparsification  Reproducing Kernel Hilbert Space  Value Function Approximation  
Output Feedback Design with Dynamic Surface for Nonlinear Systems with Unmodeled Dynamics Conference paper
Tang, Liqiang, Zhu, Hufei, Yang, Yongliang, Zou, Wencheng, Xu, Cheng Zhong, Yin, Yixin. Output Feedback Design with Dynamic Surface for Nonlinear Systems with Unmodeled Dynamics[C], 2021, 2239-2244.
Authors:  Tang, Liqiang;  Zhu, Hufei;  Yang, Yongliang;  Zou, Wencheng;  Xu, Cheng Zhong; et al.
Favorite | TC[Scopus]:0 | Submit date：2021/12/08
Dynamic Surface Control  Neural Network  Observer  Unmodeled Dynamics  
An Efficient Algorithm for the Incremental Broad Learning System by Inverse Cholesky Factorization of a Partitioned Matrix Journal article
Zhu, Hufei, Liu, Zhulin, Philip Chen, C. L., Liang, Yanyang. An Efficient Algorithm for the Incremental Broad Learning System by Inverse Cholesky Factorization of a Partitioned Matrix[J]. IEEE Access, 2021, 9, 19294-19303.
Authors:  Zhu, Hufei;  Liu, Zhulin;  Philip Chen, C. L.;  Liang, Yanyang
Favorite | TC[WOS]:4 TC[Scopus]:2  IF:3.4/3.7 | Submit date：2022/05/13
Added Nodes  Broad Learning System (Bls)  Efficient Algorithms  Incremental Learning  Inverse Cholesky Factorization  Partitioned Matrix  Pseudoinverse  Random Vector Functional-link Neural Networks (Rvflnn)  Single Layer Feedforward Neural Networks (Slfn)