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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
;
Xiao, Jun
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浏览/下载:83/0
  |  
提交时间:2023/11/17
Adaptive dynamic programming (ADP)
Hamilton-Jacobi-Bellman equation (HJBE)
nonlinear stochastic system
stochastic policy iteration (PI)
Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809
作者:
Ding Wang
;
Jiangyu Wang
;
Mingming Zhao
;
Peng Xin
;
Junfei Qiao
Adobe PDF(5140Kb)
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浏览/下载:105/48
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提交时间:2023/08/10
Adaptive critic
artificial neural networks
Hamilton-Jacobi-Bellman (HJB) equation
multi-step heuristic dynamic programming
multi-step reinforcement learning
optimal control
Optimal Synchronization Control of Heterogeneous Asymmetric Input-Constrained Unknown Nonlinear MASs via Reinforcement Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 520-532
作者:
Lina Xia
;
Qing Li
;
Ruizhuo Song
;
Hamidreza Modares
Adobe PDF(2201Kb)
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浏览/下载:197/50
  |  
提交时间:2022/03/09
Asymmetric input-constrained
heterogeneous nonlinear multiagent systems (MASs)
Hamilton-Jacobi-Bellman (HJB) equation
novel observer
reinforcement learning (RL)
Adaptive tracking control for a class of continuous-time uncertain nonlinear systems using the approximate solution of HJB equation
期刊论文
NEUROCOMPUTING, 2017, 卷号: 260, 页码: 432-442
作者:
Mu, Chaoxu
;
Sun, Changyin
;
Wang, Ding
;
Song, Aiguo
Adobe PDF(1555Kb)
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浏览/下载:409/156
  |  
提交时间:2017/09/12
Adaptive Tracking Control
Hamilton-jacobi-bellman (Hjb) Equation
Adaptive Dynamic Programming (Adp)
Neural Networks
Uncertainties
Event-Triggered Optimal Control for Partially Unknown Constrained-Input Systems via Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 5, 页码: 4101-4109
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
;
Ji, Junhong
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Adobe PDF(2325Kb)
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浏览/下载:501/204
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提交时间:2017/09/12
Actor-critic-identifier
Concurrent Learning
Constrained Input
Event-triggered (Et) Control
Hamilton-jacobi-bellman (Hjb) Equation
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:288/122
  |  
提交时间:2017/02/23
Adaptive Dynamic Programming
Guaranteed Cost Control
Hamilton-jacobi-bellman Equation
Neural Network
Nonlinear System
Reinforcement Learning
An Approximate Optimal Control Approach for Robust Stabilization of a Class of Discrete-Time Nonlinear Systems With Uncertainties
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2016, 卷号: 46, 期号: 5, 页码: 713-717
作者:
Wang, Ding
;
Liu, Derong
;
Li, Hongliang
;
Luo, Biao
;
Ma, Hongwen
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Adobe PDF(328Kb)
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浏览/下载:363/110
  |  
提交时间:2016/04/08
Adaptive Dynamic Programming (Adp)
Generalized Hamilton-jacobi-bellman (Ghjb) Equation
Neural Networks
Optimal Control
Robust Control
Successive Approximation Method
Uncertainties
Reinforcement learning solution for HJB equation arising in constrained optimal control problem
期刊论文
NEURAL NETWORKS, 2015, 卷号: 71, 期号: 0, 页码: 150-158
作者:
Luo, Biao
;
Wu, Huai-Ning
;
Huang, Tingwen
;
Liu, Derong
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Adobe PDF(530Kb)
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浏览/下载:444/195
  |  
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
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
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Adobe PDF(493Kb)
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浏览/下载:307/83
  |  
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
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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Adobe PDF(668Kb)
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浏览/下载:254/92
  |  
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