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Immersion and invariance adaptive control with sigma-modification for uncertain nonlinear systems 期刊论文
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 卷号: 355, 期号: 5, 页码: 2091-2111
Authors:  Han, Chao;  Liu, Zhen;  Yi, Jianqiang
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Immersion And Invariance Adaptive  Σ-modification  Uncertain Nonlinear System  
A Novel Case of Practical Exponential Observer Using Extended Kalman Filter 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 58004-58011
Authors:  Ji, Daxiong;  Deng, Zhi;  Li, Shuo;  Ma, Dongfang;  Wang, Tao;  Song, Wei;  Zhu, Shiqiang;  Wang, Zhi;  Pan, Hongjun;  Sharma, Sanjay;  Yang, Xu
Favorite  |  View/Download:8/0  |  Submit date:2019/01/08
Discrete-time nonlinear system  extended Kalman filter  exponential observer  restrictions  spectral norm  
Adaptive dynamic programming for robust neural control of unknown continuous-time non-linear systems 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 14, 页码: 2307-2316
Authors:  Yang, Xiong;  He, Haibo;  Liu, Derong;  Zhu, Yuanheng
View  |  Adobe PDF(2123Kb)  |  Favorite  |  View/Download:61/16  |  Submit date:2017/09/13
Dynamic Programming  Robust Control  Neurocontrollers  Continuous Time Systems  Control System Synthesis  Nonlinear Control Systems  Optimal Control  Function Approximation  Monte Carlo Methods  Closed Loop Systems  Asymptotic Stability  Adaptive Dynamic Programming  Robust Neural Control Design  Unknown Continuous-time Nonlinear Systems  Ct Nonlinear Systems  Adp-based Robust Neural Control Scheme  Robust Nonlinear Control Problem  Nonlinear Optimal Control Problem  Nominal System  Adp Algorithm  Actor-critic Dual Networks  Control Policy Approximation  Value Function Approximation  Actor Neural Network Weights  Critic Nn Weights  Monte Carlo Integration Method  Closed-loop System  Asymptotically Stability  
Online identifier-actor-critic algorithm for optimal control of nonlinear systems 期刊论文
OPTIMAL CONTROL APPLICATIONS & METHODS, 2017, 卷号: 38, 期号: 3, 页码: 317-335
Authors:  Lin, Hanquan;  Wei, Qinglai;  Liu, Derong
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Adaptive Dynamic Programming  Optimal Control  Discrete-time  Nonlinear System  Neural Network  Online Learning  Lyapunov Method  
Adaptive near-optimal controllers for non-linear decentralised feedback stabilisation problems 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 6, 页码: 799-806
Authors:  Wang, Ding;  He, Haibo;  Zhao, Bo;  Liu, Derong
Adobe PDF(3178Kb)  |  Favorite  |  View/Download:59/12  |  Submit date:2017/07/18
Adaptive Control  Optimal Control  Continuous Time Systems  Nonlinear Control Systems  Decentralised Control  Feedback  Stability  Control System Synthesis  Adaptive-critic-based Near-optimal Controller  Continuous-time Nonlinear Decentralised Feedback Stabilisation Problem  Decentralised Feedback Control Problem  Updating Rule  Approximation Property  Learning Mechanism  
Adaptive Interval Type-2 Fuzzy Output Feedback Control Based on Nonlinear High Gain Observer for Flexible Air-breathing Hypersonic Vehicles 会议论文
, Hefei, China, May 19-21, 2017
Authors:  Tao Xinlong;  Yi Jianqiang;  Yuan Ruyi;  Liu Zhen
View  |  Adobe PDF(154Kb)  |  Favorite  |  View/Download:4/1  |  Submit date:2019/05/07
Flexible Air-breathing Hypersonic Vehicle  Output Feedback Control  Adaptive Interval Type-2 Fuzzy Logic System  Nonlinear High Gain Observer  
Data-Based Adaptive Critic Designs for Nonlinear Robust Optimal Control With Uncertain Dynamics 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2016, 卷号: 46, 期号: 11, 页码: 1544-1555
Authors:  Wang, Ding;  Liu, Derong;  Zhang, Qichao;  Zhao, Dongbin
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Adaptive Critic Designs  Adaptive Dynamic Programming  Intelligent Control  Neural Networks  Policy Iteration  Robust Optimal Control  System Identification  Uncertain Nonlinear Systems  
Using reinforcement learning techniques to solve continuous-time non-linear optimal tracking problem without system dynamics 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2016, 卷号: 10, 期号: 12, 页码: 1339-1347
Authors:  Zhu, Yuanheng;  Zhao, Dongbin;  Li, Xiangjun
View  |  Adobe PDF(976Kb)  |  Favorite  |  View/Download:91/33  |  Submit date:2016/12/26
Nonlinear Control Systems  Continuous Time Systems  Learning (Artificial Intelligence)  Optimal Control  Dynamic Programming  Lyapunov Methods  Linear Systems  Reinforcement Learning  Continuous-time Problem  Nonlinear Optimal Tracking Problem  Adaptive Dynamic Programming  Model-free Adaptive Optimal Tracking Algorithm  Lyapunov Analysis  Linear System  
Online identifier–actor–critic algorithm for optimal control of nonlinear systems 期刊论文
OPTIMAL CONTROL APPLICATIONS AND METHODS, 2016, 页码: 1-22
Authors:  Lin Hanquan;  Wei Qinglai;  Liu Derong
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Adaptive Dynamic Programming  Optimal Control  Discrete-time  Nonlinear System  
Guaranteed cost neural tracking control for a class of uncertain nonlinear systems using adaptive dynamic programming 期刊论文
Neurocomputing, 2016, 卷号: 198, 期号: wu, 页码: 80
Authors:  Yang, Xiong;  Liu, Derong;  Wei, Qinglai;  Wang, Ding
Adobe PDF(1487Kb)  |  Favorite  |  View/Download:56/19  |  Submit date:2017/02/23
Adaptive Dynamic Programming  Guaranteed Cost Control  Hamilton-jacobi-bellman Equation  Neural Network  Nonlinear System  Reinforcement Learning