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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
作者:  Yang, Xiong;  He, Haibo;  Liu, Derong;  Zhu, Yuanheng
浏览  |  Adobe PDF(2123Kb)  |  收藏  |  浏览/下载：426/141  |  提交时间：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  
Echo state network-based Q-learning method for optimal battery control of offices combined with renewable energy 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 7, 页码: 915-922
作者:  Shi, Guang;  Liu, Derong;  Wei, Qinglai
浏览  |  Adobe PDF(3253Kb)  |  收藏  |  浏览/下载：408/125  |  提交时间：2017/02/23
Recurrent Neural Nets  Neurocontrollers  Learning (Artificial Intelligence)  Office Environment  Optimal Control  Solar Power  Energy Consumption  Time Series  Secondary Cells  Energy Management Systems  Function Approximation  Echo State Network-based Q-learning Method  Optimal Battery Control  Renewable Energy  Optimal Energy Management  Solar Energy  Energy Consumption  Energy Demand  Time Series  Real-time Electricity Rate  Periodic Functions  Q-function  Optimal Charging Strategy  Optimal Discharging Strategy  Optimal Idle Strategy  Numerical Analysis  
Augmented Lyapunov functional for the calculation of stability interval for time-varying delay 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2007, 卷号: 1, 期号: 1, 页码: 381-386
作者:  He, Y.;  Liu, G. P.;  Rees, D.
收藏  |  浏览/下载：97/0  |  提交时间：2015/11/08
Design of a sliding mode controller for trajectory tracking problem of marine vessels 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2007, 卷号: 1, 期号: 1, 页码: 233-237
作者:  Cheng, J.;  Yi, J.;  Zhao, D.
Adobe PDF(264Kb)  |  收藏  |  浏览/下载：248/125  |  提交时间：2015/11/08
Adaptive neuro-fuzzy sliding mode control guidance law with impact angle constraint 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2015, 卷号: 9, 期号: 14, 页码: 2115-2123
作者:  Li, Qingchun;  Zhang, Wensheng;  Han, Gang;  Yang, Yehui
浏览  |  Adobe PDF(1024Kb)  |  收藏  |  浏览/下载：317/99  |  提交时间：2015/10/13
Numerical adaptive learning control scheme for discrete-time non-linear systems 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2013, 卷号: 7, 期号: 11, 页码: 1472-1486
作者:  Wei, Qinglai;  Liu, Derong;  Derong Liu
浏览  |  Adobe PDF(834Kb)  |  收藏  |  浏览/下载：188/56  |  提交时间：2015/08/12
Adaptive Dynamic Programming  
Neural-network-based online optimal control for uncertain non-linear continuous-time systems with control constraints 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2013, 卷号: 7, 期号: 17, 页码: 2037-2047
作者:  Yang, Xiong;  Liu, Derong;  Huang, Yuzhu
浏览  |  Adobe PDF(493Kb)  |  收藏  |  浏览/下载：317/84  |  提交时间：2015/08/12
Adaptive Control  Approximation Theory  Closed Loop Systems  Continuous Time Systems  Lyapunov Methods  Neurocontrollers  Nonlinear Control Systems  Optimal Control  Robust Control  Uncertain Systems  Neural Network-based Online Adaptive Optimal Control  Uncertain Nonlinear Continuous-time Systems  Control Constraints  Infinite-horizon Optimal Control Problem  Control Policy  Saturation Constraints  Identifier-critic Architecture  Hamilton-jacobi-bellman Equation Approximation  Uncertain System Dynamics  Critic Nn  Action-critic Dual Networks  Reinforcement Learning  Identifier Nn  Policy Iteration  Lyapunovaeuros Direct Method  Closed Loop System Stability  
Online approximate optimal control for affine non-linear systems with unknown internal dynamics using adaptive dynamic programming 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2014, 卷号: 8, 期号: 16, 页码: 1676-1688
作者:  Yang, Xiong;  Liu, Derong;  Wei, Qinglai
浏览  |  Adobe PDF(624Kb)  |  收藏  |  浏览/下载：326/129  |  提交时间：2015/08/12
Iterative Learning Control for Non-linear Systems with Deadzone Input and Time Delay in Presence of Measurement Noise 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2011, 卷号: 5, 期号: 12, 页码: 1418-1425
作者:  Shen, D.;  Mu, Y.;  Xiong, G.
浏览  |  Adobe PDF(372Kb)  |  收藏  |  浏览/下载：161/50  |  提交时间：2015/08/12
Iterative Learning Control  Non-linear Systems