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科研机构
自动化研究所 [6]
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期刊论文 [6]
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2023 [1]
2021 [1]
2020 [3]
2015 [1]
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Continuous-Time Stochastic Policy Iteration of Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:
Wei, Qinglai
;
Zhou, Tianmin
;
Lu, Jingwei
;
Liu, Yu
;
Su, Shuai
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  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Adaptive dynamic programming (ADP)
Hamilton-Jacobi-Bellman equation (HJBE)
nonlinear stochastic system
stochastic policy iteration (PI)
Adaptive Critic Learning for Constrained Optimal Event-Triggered Control With Discounted Cost
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 1, 页码: 91-104
作者:
Yang, Xiong
;
Wei, Qinglai
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  |  
浏览/下载:48/0
  |  
提交时间:2021/06/15
Nonlinear systems
Optimal control
Robustness
Cost function
Adaptive systems
Adaptive critic designs (ACDs)
adaptive critic learning (ACL)
adaptive dynamic programming (ADP)
constrained optimal control
event-triggered control (ETC)
reinforcement learning (RL)
Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
作者:
Haowei Lin
;
Bo Zhao
;
Derong Liu
;
Cesare Alippi
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  |  
浏览/下载:16/0
  |  
提交时间:2021/03/11
Adaptive dynamic programming (ADP)
critic neural network
data-based
fault tolerant control (FTC)
particle swarm optimization (PSO)
Stability in Probability and Inverse Optimal Control of Evolution Systems Driven by Lévy Processes
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 405-419
作者:
Khac Duc Do
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  |  
浏览/下载:3/0
  |  
提交时间:2021/03/11
Evolution system
inverse optimal control
Lévy processes
stability in probability
well-posedness
Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583
作者:
Xiong Yang
;
Bo Zhao
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  |  
浏览/下载:8/0
  |  
提交时间:2021/03/11
Adaptive critic designs (ACDs)
asymmetric input constraint
critic neural network (CNN)
nonlinear systems
optimal control
reinforcement learning (RL)
Reinforcement learning solution for HJB equation arising in constrained optimal control problem
期刊论文
NEURAL NETWORKS, 2015, 卷号: 71, 页码: 150-158
作者:
Luo, Biao
;
Wu, Huai-Ning
;
Huang, Tingwen
;
Liu, Derong
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浏览/下载:39/0
  |  
提交时间:2016/03/30
Constrained optimal control
Data-based
Off-policy reinforcement learning
Hamilton-Jacobi-Bellman equation
The method of weighted residuals
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