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科研机构
数学与系统科学研究院 [6]
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期刊论文 [6]
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2022 [1]
2021 [1]
2020 [2]
2019 [1]
2017 [1]
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专题:数学与系统科学研究院
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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:
Xu, Zhenhui
;
Shen, Tielong
;
Cheng, Daizhan
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/06/21
Mathematical model
Trajectory
Heuristic algorithms
Optimal control
System dynamics
Artificial neural networks
Convergence
Approximate optimal control design
auxiliary trajectory
completely model-free
integral reinforcement learning (IRL)
Neural Network-Based Model-Free Learning Approach for Approximate Optimal Control of Nonlinear Systems
期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2021, 卷号: E104A, 期号: 2, 页码: 532-541
作者:
Xu, Zhenhui
;
Shen, Tielong
;
Cheng, Daizhan
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  |  
浏览/下载:5/0
  |  
提交时间:2021/10/26
infinite-time horizon
approximate optimal control design
completely model-free
neural network
Equivalence-Based Model of Dimension-Varying Linear Systems
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 卷号: 65, 期号: 12, 页码: 5444-5449
作者:
Cheng, Daizhan
;
Xu, Zhenhui
;
Shen, Tielong
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  |  
浏览/下载:8/0
  |  
提交时间:2021/04/26
Aerospace electronics
Linear systems
Dynamical systems
Extraterrestrial measurements
Control systems
Vehicle dynamics
Dimension-free state space
dimension-varying linear (control) system
S-system
Generalised semi-tensor product of matrices
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 1, 页码: 85-95
作者:
Cheng, Daizhan
;
Liu, Zequn
;
Xu, Zhenhui
;
Shen, Tielong
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  |  
浏览/下载:26/0
  |  
提交时间:2020/05/24
vectors
tensors
matrix algebra
group theory
linear S-system
dynamic linear system
matrix multiplier
vector multiplier two kinds
matrix-vector STPs
standard STP
consistent MM-STP
MV-STP
cross-dimensional linear system
linear semigroup system
quotient matrix space
quotient vector space
S-system structure
quotient vector spaces
inner-product
cross-dimensional state space
matrix-matrix STPs
generalised semitensor product
Recent advances in optimization and game theoretic control for networked systems
期刊论文
ASIAN JOURNAL OF CONTROL, 2019, 卷号: 21, 期号: 6, 页码: 2493-2512
作者:
Wu, Yuhu
;
Cheng, Daizhan
;
Ghosh, Bijoy K.
;
Shen, Tielong
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  |  
浏览/下载:12/0
  |  
提交时间:2020/05/24
networked systems
logical domain systems
optimal control
game theoretical control
Guest Editorial: Recent Developments in Logical Networks and its Applications
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 13, 页码: 2037-2039
作者:
Cao, Jinde
;
Cheng, Daizhan
;
Ghosh, Bijoy K.
;
Ho, Daniel W. C.
;
Li, Haitao
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  |  
浏览/下载:21/0
  |  
提交时间:2018/07/30
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