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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:295/75
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提交时间:2017/09/12
Adaptive Dynamic Programming (Adp)
Error Analysis
Nonlinear Systems
Policy Iteration
Q-function
Event-Based Constrained Robust Control of Affine Systems Incorporating an AdaptiveCritic Mechanism
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 7, 页码: 1602-1612
作者:
Wang, Ding
;
Mu, Chaoxu
;
Yang, Xiong
;
Liu, Derong
Adobe PDF(1062Kb)
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浏览/下载:288/90
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提交时间:2017/09/12
Adaptive Critic Mechanism (Acm)
Event-based Control
Input Constraints
Nonlinear Systems
Robust Control
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:356/130
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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
A novel optimal tracking control scheme for a class of discrete-time nonlinear systems using generalised policy iteration adaptive dynamic programming algorithm
期刊论文
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 卷号: 48, 期号: 3, 页码: 525-534
作者:
Lin, Qiao
;
Wei, Qinglai
;
Liu, Derong
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浏览/下载:303/128
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提交时间:2017/02/14
Adaptive Dynamic Programming
Affine Nonlinear Systems
Discrete-time
Generalised Policy Iteration
Neural Network
Tracking Control
Decentralized guaranteed cost control of interconnected systems with uncertainties: A learning-based optimal control strategy
期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 页码: 297-306
作者:
Wang, Ding
;
Liu, Derong
;
Mu, Chaoxu
;
Ma, Hongwen
Adobe PDF(1113Kb)
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浏览/下载:336/118
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提交时间:2017/02/14
Adaptive Dynamic Programming
Decentralized Control
Guaranteed Cost Control
Interconnected Systems
Learning Control
Neural Networks
Optimal Control
Uncertain Plant
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:550/281
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提交时间:2016/10/24
Critic-only Q-learning (Coql)
Model-free
Nonaffine Nonlinear Systems
Optimal Tracking Control
Value Iteration Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 3, 页码: 840-853
作者:
Wei, Qinglai
;
Liu, Derong
;
Lin, Hanquan
;
Derong Liu
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Adobe PDF(2015Kb)
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浏览/下载:360/160
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提交时间:2016/06/14
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Neural Networks
Neuro-dynamic Programming
Optimal Control
Reinforcement Learning
Value Iteration
Data-Driven Zero-Sum Neuro-Optimal Control for a Class of Continuous-Time Unknown Nonlinear Systems With Disturbance Using ADP
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 2, 页码: 444-458
作者:
Wei, Qinglai
;
Song, Ruizhuo
;
Yan, Pengfei
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Adobe PDF(2204Kb)
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浏览/下载:362/134
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提交时间:2016/06/14
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Neurodynamic Programming
Nonlinear Systems
Optimal Control
Recurrent Neural Network (Rnn)
Reinforcement Learning
Data-driven controller design for general MIMO nonlinear systems via virtual reference feedback tuning and neural networks
期刊论文
NEUROCOMPUTING, 2016, 卷号: 171, 页码: 815-825
作者:
Yan, Pengfei
;
Liu, Derong
;
Wang, Ding
;
Ma, Hongwen
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Adobe PDF(603Kb)
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浏览/下载:488/114
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提交时间:2016/01/18
Data-driven Control
Mimo Nonlinear Systems
Model Reference Control
Neural Networks
Virtual Reference Feedback Tuning
Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2015, 卷号: 45, 期号: 12, 页码: 1577-1591
作者:
Liu, Derong
;
Wei, Qinglai
;
Yan, Pengfei
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Adobe PDF(1540Kb)
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浏览/下载:213/65
  |  
提交时间:2016/03/19
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Generalized Policy Iteration
Neural Networks
Neuro-dynamic Programming
Nonlinear Systems
Optimal Control
Reinforcement Learning