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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  
Risk-sensitive infinite-horizon discounted piecewise deterministic Markov decision processes Journal article
Huang, Yonghui, Lian, Zhaotong, Guo, Xianping. Risk-sensitive infinite-horizon discounted piecewise deterministic Markov decision processes[J]. Operational Research, 2022, 22(5), 5791-5816.
Authors:  Huang, Yonghui;  Lian, Zhaotong;  Guo, Xianping
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.3/2.4 | Submit date：2022/08/05
Discounted Cost  Hjb Equation  Non-stationarity  Piecewise Deterministic Markov Decision Processes  Risk Sensitive  
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  
Optimal Recursive Backstepping for Nonlinear Systems in a Strict-Feedback Form with Continuous and Intermittent Updates Conference paper
Yongliang Yang, Hamidreza Modares, Kyriakos G. Vamvoudakis, Cheng-Zhong Xu. Optimal Recursive Backstepping for Nonlinear Systems in a Strict-Feedback Form with Continuous and Intermittent Updates[C]:IEEE, 2020, 6216-6221.
Authors:  Yongliang Yang;  Hamidreza Modares;  Kyriakos G. Vamvoudakis;  Cheng-Zhong Xu
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2021/03/09
Backstepping Design  Hjb Equation  Optimality  
Risk-sensitive finite-horizon piecewise deterministic Markov decision processes Journal article
Yonghui Huang, Zhaotong Lian, Xianping Guo. Risk-sensitive finite-horizon piecewise deterministic Markov decision processes[J]. OPERATIONS RESEARCH LETTERS, 2020, 48(1), 96-103.
Authors:  Yonghui Huang;  Zhaotong Lian;  Xianping Guo
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:0.8/1.1 | Submit date：2019/11/05
Piecewise Deterministic Markov Decision Processes  Unbounded Transition Rates  Hjb Equation  Optimal Policy  Risk Sensitive  Finite Horizon