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Adaptive dynamic programming-based stabilization of nonlinear systems with unknown actuator saturation
期刊论文
NONLINEAR DYNAMICS, 2018, 卷号: 93, 期号: 4, 页码: 2089-2103
作者:
Zhao, Bo
;
Jia, Lihao
;
Xia, Hongbing
;
Li, Yuanchun
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Adobe PDF(1069Kb)
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浏览/下载:412/146
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提交时间:2018/10/10
Adaptive Dynamic Programming
Unknown Actuator Saturation
Continuous-time Nonlinear Systems
Stabilizing Control
Neural Networks
Bounded robust control design for uncertain nonlinear systems using single-network adaptive dynamic programming
期刊论文
NEUROCOMPUTING, 2017, 卷号: 266, 页码: 128-140
作者:
Huang, Yuzhu
;
Wang, Ding
;
Liu, Derong
Adobe PDF(1876Kb)
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浏览/下载:362/100
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提交时间:2018/03/03
Neural Networks
Optimal Control
Adaptive Dynamic Programming
Bounded Robust Control
Uncertain Nonlinear Systems
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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浏览/下载:466/127
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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
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:469/149
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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
Error Bound Analysis of Q-Function for Discounted Optimal Control Problems With Policy Iteration
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 7, 页码: 1207-1216
作者:
Yan, Pengfei
;
Wang, Ding
;
Li, Hongliang
;
Liu, Derong
Adobe PDF(625Kb)
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浏览/下载:371/89
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提交时间:2017/09/12
Adaptive Dynamic Programming (Adp)
Error Analysis
Nonlinear Systems
Policy Iteration
Q-function
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
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Adobe PDF(1233Kb)
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浏览/下载:341/123
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提交时间:2017/07/18
Adaptive Dynamic Programming
Decentralised Tracking Control
Unknown Large-scale Nonlinear Systems
Observer-critic Structure
Neural Networks
Self-tuned local feedback gain based decentralized fault tolerant control for a class of large-scale nonlinear systems
期刊论文
NEUROCOMPUTING, 2017, 期号: 235, 页码: 147-156
作者:
Zhao, Bo
;
Li, Yuanchun
;
Liu, Derong
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Adobe PDF(1373Kb)
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浏览/下载:433/117
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提交时间:2017/05/05
Large-scale Nonlinear Systems
Partial Loss Of Actuator Effectiveness
Decentralized Fault Tolerant Control
Self-tuned Local Feedback Gain
Neural Network
Data-driven adaptive dynamic programming for continuous-time fully cooperative games with partially constrained inputs
期刊论文
NEUROCOMPUTING, 2017, 卷号: 238, 期号: *, 页码: 377-386
作者:
Zhang, Qichao
;
Zhao, Dongbin
;
Zhu, Yuanheng
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Adobe PDF(1508Kb)
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浏览/下载:665/279
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提交时间:2017/05/04
Adaptive Dynamic Programming
Optimal Control
Neural Network
Fully Cooperative Games
Data-driven
Constrained Input
Event-Based Robust Control for Uncertain Nonlinear Systems Using Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 1, 页码: 37-50
作者:
Zhang, Qichao
;
Zhao, Dongbin
;
Wang, Ding
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Adobe PDF(2233Kb)
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浏览/下载:565/255
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提交时间:2017/05/04
Adaptive Dynamic Programming (Adp)
Event-based Control
Neural Network (Nn)
Robust Control
Unmatched Uncertainties
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
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Adobe PDF(3253Kb)
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浏览/下载:448/135
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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