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Hamiltonian-Driven Adaptive Dynamic Programming With Efficient Experience Replay Journal article
Yang, Yongliang, Pan, Yongping, Xu, Cheng Zhong, Wunsch, Donald C.. Hamiltonian-Driven Adaptive Dynamic Programming With Efficient Experience Replay[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 3278-3290.
Authors:  Yang, Yongliang;  Pan, Yongping;  Xu, Cheng Zhong;  Wunsch, Donald C.
Favorite | TC[WOS]:79 TC[Scopus]:82  IF:10.2/10.4 | Submit date：2023/01/30
Hamilton–jacobi–bellman (Hjb) Equation  Hamiltonian-driven Adaptive Dynamic Programming (Adp)  Pseudo-hamiltonian  Quasi-hamiltonian  Relaxed Excitation Condition  
Hamiltonian-Driven Adaptive Dynamic Programming With Approximation Errors Journal article
Yang, Yongliang, Modares, Hamidreza, Vamvoudakis, Kyriakos G., He, Wei, Xu, Cheng Zhong, Wunsch, Donald C.. Hamiltonian-Driven Adaptive Dynamic Programming With Approximation Errors[J]. IEEE Transactions on Cybernetics, 2021, 52(12), 13762-13773.
Authors:  Yang, Yongliang;  Modares, Hamidreza;  Vamvoudakis, Kyriakos G.;  He, Wei;  Xu, Cheng Zhong; et al.
Favorite | TC[WOS]:78 TC[Scopus]:76  IF:9.4/10.3 | Submit date：2022/05/13
Hamilton-jacobi-bellman (Hjb) Equation  Hamiltonian-driven Framework  Inexact Adaptive Dynamic Programming (Adp)  Optimal Control  
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  
Adaptive Dynamic Programming in the Hamiltonian-Driven Framework Book chapter
出自: Studies in Systems, Decision and Control:Springer Science and Business Media Deutschland GmbH, 2021, 页码:189-214
Authors:  Yang, Yongliang;  Wunsch, Donald C.;  Yin, Yixin
Favorite | TC[Scopus]:0 | Submit date：2022/05/13
Adaptive Dynamic Programming  Hamiltonian-driven Framework  Temporal Difference  Value Gradient Learning