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浏览/检索结果:
共17条,第1-10条
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Policy Iteration for H infinity Optimal Control of Polynomial Nonlinear Systems via Sum of Squares Programming
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 2, 页码: 500-509
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
Yang, Xiong
;
Zhang, Qichao
Adobe PDF(892Kb)
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浏览/下载:284/34
  |  
提交时间:2018/10/10
Adaptive Dynamic Programming (Adp)
h Infinity Optimal Control
Policy Iteration (Pi)
Polynomial Nonlinear Systems
Sum Of Squares (Sos)
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:425/141
  |  
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
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:302/109
  |  
提交时间:2017/07/18
Adaptive Dynamic Programming
Decentralised Tracking Control
Unknown Large-scale Nonlinear Systems
Observer-critic Structure
Neural Networks
Online approximate solution of HJI equation for unknown constrained-input nonlinear continuous-time systems
期刊论文
INFORMATION SCIENCES, 2016, 卷号: 328, 页码: 435-454
作者:
Yang, Xiong
;
Liu, Derong
;
Ma, Hongwen
;
Xu, Yancai
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Adobe PDF(833Kb)
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浏览/下载:398/114
  |  
提交时间:2016/01/18
Adaptive Dynamic Programming
Hamilton-jacobi-isaacs Equation
Input Constraint
Neural Network
Optimal Control
Reinforcement Learning
Guaranteed cost neural tracking control for a class of uncertain nonlinear systems using adaptive dynamic programming
期刊论文
Neurocomputing, 2016, 卷号: 198, 期号: wu, 页码: 80
作者:
Yang, Xiong
;
Liu, Derong
;
Wei, Qinglai
;
Wang, Ding
Adobe PDF(1487Kb)
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浏览/下载:291/122
  |  
提交时间:2017/02/23
Adaptive Dynamic Programming
Guaranteed Cost Control
Hamilton-jacobi-bellman Equation
Neural Network
Nonlinear System
Reinforcement Learning
Data-driven H∞ control for nonlinear distributed parameter systems
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2015, 卷号: 26, 期号: 11, 页码: 2949-2961
作者:
Luo, Biao
;
Huang, Tingwen
;
Wu, Huai-Ning
;
Yang, Xiong
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Adobe PDF(1844Kb)
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浏览/下载:348/134
  |  
提交时间:2016/10/28
Data Driven
Reinforcement-Learning-Based Robust Controller Design for Continuous-Time Uncertain Nonlinear Systems Subject to Input Constraints
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 7, 页码: 1372-1385
作者:
Liu, Derong
;
Yang, Xiong
;
Wang, Ding
;
Wei, Qinglai
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Adobe PDF(1179Kb)
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浏览/下载:465/242
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提交时间:2015/09/17
Approximate Dynamic Programming (Adp)
Neural Networks (Nns)
Neuro-dynamic Programming
Nonlinear Systems
Optimal Control
Reinforcement Learning (Rl)
Robust Control
Infinite Horizon Self-Learning Optimal Control of Nonaffine Discrete-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 4, 页码: 866-879
作者:
Wei, Qinglai
;
Liu, Derong
;
Yang, Xiong
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Adobe PDF(2408Kb)
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浏览/下载:281/111
  |  
提交时间:2015/09/21
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Generalized Policy Iteration
Neural Networks (Nns)
Neurodynamic Programming
Nonlinear Systems
Optimal Control
Reinforcement Learning
Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 12, 页码: 2834-2847
作者:
Liu, Derong
;
Wang, Ding
;
Wang, Fei-Yue
;
Li, Hongliang
;
Yang, Xiong
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  |  
Adobe PDF(780Kb)
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浏览/下载:438/204
  |  
提交时间:2015/08/12
Adaptive Critic Designs
Adaptive/approximate Dynamic Programming (Adp)
Hamilton-jacobi-bellman (Hjb) Equation
Neural Networks
Optimal Robust Guaranteed Cost Control
Uncertain Nonlinear Systems
Finite-Approximation-Error-Based Discrete-Time Iterative Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 12, 页码: 2820-2833
作者:
Wei, Qinglai
;
Wang, Fei-Yue
;
Liu, Derong
;
Yang, Xiong
浏览
  |  
Adobe PDF(1826Kb)
  |  
收藏
  |  
浏览/下载:293/109
  |  
提交时间:2015/08/12
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Approximation Error
Neural Networks
Neuro-dynamic Programming
Nonlinear Systems
Optimal Control
Reinforcement Learning
Value Iteration