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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:447/151
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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
Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System Application
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 10, 页码: 8177-8186
作者:
Wang, Ding
;
He, Haibo
;
Zhong, Xiangnan
;
Liu, Derong
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Adobe PDF(1126Kb)
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浏览/下载:386/127
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提交时间:2018/03/03
Adaptive/approximate Dynamic Programming
Approximation
Discount Factor
Event-driven Control
Neural Networks
Optimal Regulation
Power System
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: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:470/149
  |  
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 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
作者:
Wang, Ding
;
He, Haibo
;
Zhao, Bo
;
Liu, Derong
Adobe PDF(3178Kb)
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浏览/下载:368/106
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提交时间: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
Energy consumption prediction of office buildings based on echo state networks
期刊论文
NEUROCOMPUTING, 2016, 卷号: 216, 期号: n/a, 页码: 478-488
作者:
Shi, Guang
;
Liu, Derong
;
Wei, Qinglai
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Adobe PDF(1405Kb)
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浏览/下载:469/201
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提交时间:2017/02/14
Energy Consumption
Time-series Prediction
Office Buildings
Echo State Networks
Reservoir Topologies
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
作者:
Wang, Ding
;
Liu, Derong
;
Zhang, Qichao
;
Zhao, Dongbin
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Adobe PDF(1082Kb)
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浏览/下载:485/209
  |  
提交时间:2017/02/14
Adaptive Critic Designs
Adaptive Dynamic Programming
Intelligent Control
Neural Networks
Policy Iteration
Robust Optimal Control
System Identification
Uncertain Nonlinear Systems
Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3341-3354
作者:
Luo, Biao
;
Liu, Derong
;
Wu, Huai-Ning
;
Wang, Ding
;
Lewis, Frank L.
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Adobe PDF(3217Kb)
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浏览/下载:621/218
  |  
提交时间:2016/11/09
Adaptive Control
Adaptive Dynamic Programming (Adp)
Data-based
Off-policy Learning
Optimal Control
Policy Gradient
Model-Free Optimal Tracking Control via Critic-Only Q-Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 10, 页码: 2134-2144
作者:
Luo, Biao
;
Liu, Derong
;
Huang, Tingwen
;
Wang, Ding
;
Luo,Biao
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Adobe PDF(1521Kb)
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浏览/下载:614/295
  |  
提交时间:2016/10/24
Critic-only Q-learning (Coql)
Model-free
Nonaffine Nonlinear Systems
Optimal Tracking Control
Experience Replay for Optimal Control of Nonzero-Sum Game Systems With Unknown Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 3, 页码: 854-865
作者:
Zhao, Dongbin
;
Zhang, Qichao
;
Wang, Ding
;
Zhu, Yuanheng
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Adobe PDF(1769Kb)
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浏览/下载:538/203
  |  
提交时间:2016/06/14
Adaptive Dynamic Programming (Adp)
Experience Replay
Nonzero-sum (Nzs) Games
Optimal Control
Unknown Dynamics