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Model-Free Adaptive Control for Unknown Nonlinear Zero-Sum Differential Game 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 5, 页码: 1633-1646
Authors:  Zhong, Xiangnan;  He, Haibo;  Wang, Ding;  Ni, Zhen
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Adaptive Dynamic Programming (Adp)  Globalized Dual Heuristic Dynamic Programming (Gdhp)  Model-free  Neural Networks  Zero-sum Game  
Residential energy scheduling for variable weather solar energy based on adaptive dynamic programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 5, 期号: 1, 页码: 36-46
Authors:  Liu DR(刘德荣);  Xu YC(徐延才);  Wei QL(魏庆来);  Xinliang Liu
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Action Dependent Heuristic Dynamic Programming  Adaptive Dynamic Programming  Control Strategy  Residential Energy Management  Smart Grid  
Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems 期刊论文
INFORMATION SCIENCES, 2017, 卷号: 411, 期号: 0, 页码: 66-83
Authors:  Luo, Biao;  Liu, Derong;  Huang, Tingwen;  Yang, Xiong;  Ma, Hongwen
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Optimal Control  Multi-step Heuristic Dynamic Programming  Adaptive Dynamic Programming  Nonlinear Systems  Discrete-time  Neural Networks  
Novel iterative neural dynamic programming for data-based approximate optimal control design 期刊论文
AUTOMATICA, 2017, 卷号: 81, 页码: 240-252
Authors:  Mu, Chaoxu;  Wang, Ding;  He, Haibo
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Iterative Neural Dynamic Programming (Indp)  Data-based Control  Approximate Optimal Control  Heuristic Dynamic Programming (Hdp)  Affine And non-Affine Nonlinear Systems  
Action dependent heuristic dynamic programming based residential energy scheduling with home energy inter-exchange 期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2015, 卷号: 103, 期号: x, 页码: 553-561
Authors:  Xu, Yancai;  Liu, Derong;  Wei, Qinglai;  Qinglai Wei
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Action Dependent Heuristic Dynamic Programming  Residential Energy Management  Energy Scheduling  Control Sequence  Control Strategy  
Model-Free Optimal Control for Affine Nonlinear Systems With Convergence Analysis 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2015, 卷号: 12, 期号: 4, 页码: 1461-1468
Authors:  Zhao, Dongbin;  Xia, Zhongpu;  Wang, Ding
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Action Dependent Heuristic Dynamic Programming  Adaptive Dynamic Programming  Model-free Optimal Control  Neural Networks  Policy Iteration  
GrDHP: A General Utility Function Representation for Dual Heuristic Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 3, 页码: 614-627
Authors:  Ni, Zhen;  He, Haibo;  Zhao, Dongbin;  Xu, Xin;  Prokhorov, Danil V.
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Adaptive Control  Adaptive Dynamic Programming (Adp)  Dual Heuristic Dynamic Programming (Dhp)  General Utility Function  Goal Representation  Reinforcement Learning (Rl)  
Dual Heuristic dynamic Programming for nonlinear discrete-time uncertain systems with state delay 期刊论文
NEUROCOMPUTING, 2014, 卷号: 134, 页码: 222-229
Authors:  Wang, Bin;  Zhao, Dongbin;  Alippi, Cesare;  Liu, Derong
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Dual Heuristic Dynamic Programming (Dhp)  Time Delay  Nonlinear Uncertain System  Discrete-time  Neural Networks  
Neural-network-based optimal tracking control scheme for a class of unknown discrete-time nonlinear systems using iterative ADP algorithm 期刊论文
NEUROCOMPUTING, 2014, 卷号: 125, 页码: 46-56
Authors:  Huang, Yuzhu;  Liu, Derong
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Adaptive Dynamic Programming  Convergence Analysis  Heuristic Dynamic Programming  Neural Networks  Optimal Tracking Control  Reinforcement Learning  
Neural-network-based zero-sum game for discrete-time nonlinear systems via iterative adaptive dynamic programming algorithm 期刊论文
NEUROCOMPUTING, 2013, 卷号: 110, 页码: 92-100
Authors:  Liu, Derong;  Li, Hongliang;  Wang, Ding
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Adaptive Dynamic Programming  Approximate Dynamic Programming  Heuristic Dynamic Programming  Neural Networks  Zero-sum Game  H-infinity Optimal Control