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发表日期:2017
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Adaptive Critic Nonlinear Robust Control: A Survey
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3429-3451
作者:
Wang, Ding
;
He, Haibo
;
Liu, Derong
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Adobe PDF(1954Kb)
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浏览/下载:451/152
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提交时间:2018/03/03
Adaptive Critic Designs
Adaptive/approximate Dynamic Programming (Adp)
Boundedness
Convergence
Neural Networks
Optimal Control
Reinforcement Learning
Robust Control
Stability
Improving the Critic Learning for Event-Based Nonlinear H-infinity Control Design
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3417-3428
作者:
Wang, Ding
;
He, Haibo
;
Liu, Derong
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Adobe PDF(1068Kb)
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浏览/下载:471/128
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提交时间:2018/03/03
H-infinity Control
Adaptive Systems
Adaptive/approximate Dynamic Programming
Critic Network
Event-based Design
Learning Criterion
Neural Control
A novel neural optimal control framework with nonlinear dynamics: Closed-loop stability and simulation verification
期刊论文
NEUROCOMPUTING, 2017, 卷号: 266, 页码: 353-360
作者:
Wang, Ding
;
Mu, Chaoxu
Adobe PDF(1503Kb)
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浏览/下载:344/80
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提交时间:2018/03/03
Adaptive Dynamic Programming
Adaptive System
Learning Control
Neural Network
Optimal Regulator
Stability
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
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Adobe PDF(2123Kb)
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浏览/下载:476/152
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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
Adaptive tracking control for a class of continuous-time uncertain nonlinear systems using the approximate solution of HJB equation
期刊论文
NEUROCOMPUTING, 2017, 卷号: 260, 页码: 432-442
作者:
Mu, Chaoxu
;
Sun, Changyin
;
Wang, Ding
;
Song, Aiguo
Adobe PDF(1555Kb)
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浏览/下载:467/174
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提交时间:2017/09/12
Adaptive Tracking Control
Hamilton-jacobi-bellman (Hjb) Equation
Adaptive Dynamic Programming (Adp)
Neural Networks
Uncertainties
Event-Triggered Optimal Control for Partially Unknown Constrained-Input Systems via Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 5, 页码: 4101-4109
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
;
Ji, Junhong
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Adobe PDF(2325Kb)
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浏览/下载:579/226
  |  
提交时间:2017/09/12
Actor-critic-identifier
Concurrent Learning
Constrained Input
Event-triggered (Et) Control
Hamilton-jacobi-bellman (Hjb) Equation
Neural-network-based adaptive guaranteed cost control of nonlinear dynamical systems with matched uncertainties
期刊论文
NEUROCOMPUTING, 2017, 卷号: 245, 页码: 46-54
作者:
Mu, Chaoxu
;
Wang, Ding
Adobe PDF(1843Kb)
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浏览/下载:387/133
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提交时间:2017/09/12
Adaptive Dynamic Programming (Adp)
Guaranteed Cost Control
Neural Networks
Uncertain Dynamics
Stability
Event-Driven Adaptive Robust Control of Nonlinear Systems With Uncertainties Through NDP Strategy
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 7, 页码: 1358-1370
作者:
Wang, Ding
;
Mu, Chaoxu
;
He, Haibo
;
Liu, Derong
Adobe PDF(1425Kb)
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浏览/下载:410/148
  |  
提交时间:2017/09/12
Adaptive Dynamic Programming (Adp)
Adaptive Robust Control
Critic Neural Network
Event-driven Control
Neural Dynamic Programming (Ndp)
Uncertain Nonlinear Systems
Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems
期刊论文
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 卷号: 48, 期号: 9, 页码: 1978-1989
作者:
Zhao, Bo
;
Liu, Derong
;
Yang, Xiong
;
Li, Yuanchun
Adobe PDF(1233Kb)
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浏览/下载:343/125
  |  
提交时间:2017/07/18
Adaptive Dynamic Programming
Decentralised Tracking Control
Unknown Large-scale Nonlinear Systems
Observer-critic Structure
Neural Networks
Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 6, 页码: 4935-4944
作者:
Wang, Ding
;
He, Haibo
;
Mu, Chaoxu
;
Liu, Derong
Adobe PDF(728Kb)
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浏览/下载:370/120
  |  
提交时间:2017/07/18
Adaptive/approximate Dynamic Programming
Adaptive Critic Control
Disturbance Attenuation
Intelligent Control
Neural Identification
Smart Microgrid