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多模态人工智能系统... [10]
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杨雄 [10]
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魏庆来 [3]
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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:328/52
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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: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
Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems
期刊论文
INFORMATION SCIENCES, 2017, 卷号: 411, 期号: 0, 页码: 66-83
作者:
Luo, Biao
;
Liu, Derong
;
Huang, Tingwen
;
Yang, Xiong
;
Ma, Hongwen
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Adobe PDF(1092Kb)
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浏览/下载:405/131
  |  
提交时间:2017/09/12
Optimal Control
Multi-step Heuristic Dynamic Programming
Adaptive Dynamic Programming
Nonlinear Systems
Discrete-time
Neural Networks
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:348/111
  |  
提交时间:2017/09/12
Adaptive Critic Mechanism (Acm)
Event-based Control
Input Constraints
Nonlinear Systems
Robust Control
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:376/146
  |  
提交时间:2016/10/28
Data Driven
Direct adaptive control for a class of discrete-time unknown nonaffine nonlinear systems using neural networks
期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2015, 卷号: 25, 期号: 12, 页码: 1844-1861
作者:
Yang, Xiong
;
Liu, Derong
;
Wei, Qinglai
;
Wang, Ding
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Adobe PDF(1488Kb)
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浏览/下载:287/95
  |  
提交时间:2015/09/23
Adaptive Control
Discrete-time
Nonaffine System
Nn
Feedback Control
Online Learning
Mimo
Lyapunov Method
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:508/254
  |  
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
An iterative adaptive dynamic programming algorithm for optimal control of unknown discrete-time nonlinear systems with constrained inputs
期刊论文
INFORMATION SCIENCES, 2013, 卷号: 220, 页码: 331-342
作者:
Liu, Derong
;
Wang, Ding
;
Yang, Xiong
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Adobe PDF(474Kb)
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  |  
浏览/下载:265/101
  |  
提交时间:2015/08/12
Adaptive Dynamic Programming
Approximate Dynamic Programming
Control Constraints
Globalized Dual Heuristic Programming
Neural Networks
Optimal Control
Discrete-time online learning control for a class of unknown nonaffine nonlinear systems using reinforcement learning
期刊论文
NEURAL NETWORKS, 2014, 卷号: 55, 页码: 30-41
作者:
Yang, Xiong
;
Liu, Derong
;
Wang, Ding
;
Wei, Qinglai
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  |  
Adobe PDF(684Kb)
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浏览/下载:405/149
  |  
提交时间:2015/08/12
Adaptive Critic Design
Neural Network
Nonaffine Nonlinear System
Online Learning
Reinforcement Learning
Neural-network-based online optimal control for uncertain non-linear continuous-time systems with control constraints
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2013, 卷号: 7, 期号: 17, 页码: 2037-2047
作者:
Yang, Xiong
;
Liu, Derong
;
Huang, Yuzhu
浏览
  |  
Adobe PDF(493Kb)
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收藏
  |  
浏览/下载:367/94
  |  
提交时间:2015/08/12
Adaptive Control
Approximation Theory
Closed Loop Systems
Continuous Time Systems
Lyapunov Methods
Neurocontrollers
Nonlinear Control Systems
Optimal Control
Robust Control
Uncertain Systems
Neural Network-based Online Adaptive Optimal Control
Uncertain Nonlinear Continuous-time Systems
Control Constraints
Infinite-horizon Optimal Control Problem
Control Policy
Saturation Constraints
Identifier-critic Architecture
Hamilton-jacobi-bellman Equation Approximation
Uncertain System Dynamics
Critic Nn
Action-critic Dual Networks
Reinforcement Learning
Identifier Nn
Policy Iteration
Lyapunovaeuros Direct Method
Closed Loop System Stability