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自动化研究所 [28]
中国农业科学院 [4]
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期刊论文 [34]
会议论文 [4]
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2014 [38]
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Data-based analysis of discrete-time linear systems in noisy environment: Controllability and observability
期刊论文
INFORMATION SCIENCES, 2014, 卷号: 288, 页码: 314-329
作者:
Liu, Derong
;
Yan, Pengfei
;
Wei, Qinglai
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2015/08/12
Controllability
Observability
Discrete-time linear system
Data-based method
Noisy environment
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
收藏
  |  
浏览/下载:25/0
  |  
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
Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design
期刊论文
AUTOMATICA, 2014, 卷号: 50, 期号: 12, 页码: 3281-3290
作者:
Luo, Biao
;
Wu, Huai-Ning
;
Huang, Tingwen
;
Liu, Derong
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  |  
浏览/下载:49/0
  |  
提交时间:2015/08/12
Nonlinear optimal control
Reinforcement learning
Off-policy
Data-based approximate policy iteration
Neural network
Hamilton-Jacobi-Bellman equation
Output-Based High-Order Bipartite Consensus under Directed Antagonistic Networks
会议论文
Orlando, FL, USA, 2014-12-9~12
作者:
Hongwen Ma
;
Derong Liu
;
Ding Wang
;
Hongliang Li
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2017/05/03
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
收藏
  |  
浏览/下载:36/0
  |  
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
Online approximate optimal control for affine non-linear systems with unknown internal dynamics using adaptive dynamic programming
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2014, 卷号: 8, 期号: 16, 页码: 1676-1688
作者:
Yang, Xiong
;
Liu, Derong
;
Wei, Qinglai
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2015/08/12
Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 卷号: 61, 期号: 11, 页码: 6463-6471
作者:
Wang, Zhuo
;
Liu, Derong
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  |  
浏览/下载:16/0
  |  
提交时间:2015/08/12
Bounded-input/bounded-state (BIBS) and bounded-input/bounded-output BIBO) stabilities
continuoustime and discrete-time systems
data-driven methods
model-based methods
stability of the equilibrium point
A Report on the IEEE World Congress on Computational Intelligence 2014 (IEEE WCCI 2014)
期刊论文
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2014, 卷号: 9, 期号: 4, 页码: 11-14
作者:
Liu, Derong
;
Si, Jennie
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  |  
浏览/下载:5/0
  |  
提交时间:2015/08/12
Data-Driven Neuro-Optimal Temperature Control of Water-Gas Shift Reaction Using Stable Iterative Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 卷号: 61, 期号: 11, 页码: 6399-6408
作者:
Wei, Qinglai
;
Liu, Derong
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2015/08/12
Adaptive critic designs
adaptive dynamic programming (ADP)
approximate dynamic programming
approximation errors
data-driven control
neural networks (NNs)
optimal control
reinforcement learning
water-gas shift (WGS)
Neural-network-based robust optimal control design for a class of uncertain nonlinear systems via adaptive dynamic programming
期刊论文
INFORMATION SCIENCES, 2014, 卷号: 282, 页码: 167-179
作者:
Wang, Ding
;
Liu, Derong
;
Li, Hongliang
;
Ma, Hongwen
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2015/08/12
Adaptive dynamic programming
Approximate dynamic programming
Decentralized optimal control
Neural network
Robust optimal control
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