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科研机构
自动化研究所 [8]
内容类型
期刊论文 [8]
发表日期
2020 [8]
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Continuous-Time Time-Varying Policy Iteration
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
作者:
Wei, Qinglai
;
Liao, Zehua
;
Yang, Zhanyu
;
Li, Benkai
;
Liu, Derong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/03/02
Optimal control
Nonlinear systems
Time-varying systems
Mathematical model
Dynamic programming
Approximation algorithms
Iterative algorithms
Adaptive critic designs
adaptive dynamic programming (ADP)
neuro-dynamic programming
nonlinear systems
optimal control
policy iteration
Invariant Adaptive Dynamic Programming for Discrete-Time Optimal Control
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 3959-3971
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
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  |  
浏览/下载:19/0
  |  
提交时间:2021/01/07
Optimal control
Discrete-time systems
Heuristic algorithms
Dynamic programming
Convergence
Artificial intelligence
Nonlinear systems
Adaptive dynamic programming
discrete-time systems
invariant admissibility
optimal control
policy iteration
sum of squares
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4330-4340
作者:
Zhao, Bo
;
Liu, Derong
;
Luo, Chaomin
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  |  
浏览/下载:33/0
  |  
提交时间:2021/01/07
Nonlinear systems
Optimal control
Artificial neural networks
Actuators
Observers
Feedforward systems
Adaptive dynamic programming (ADP)
neural networks (NNs)
optimal control
reinforcement learning (RL)
uncertain input constraints
unknown nonlinear systems
Event-Triggered Adaptive Dynamic Programming for Zero-Sum Game of Partially Unknown Continuous-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 9, 页码: 3189-3199
作者:
Xue, Shan
;
Luo, Biao
;
Liu, Derong
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  |  
浏览/下载:12/0
  |  
提交时间:2020/09/28
Adaptive dynamic programming (ADP)
event-triggered control
Hamilton-Jacobi-Isaacs (HJI) equation
neural network (NN) identifier
zero-sum (ZS) game
Decentralized robust optimal control for modular robot manipulators via critic-identifier structure-based adaptive dynamic programming
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 8, 页码: 3441-3458
作者:
Dong, Bo
;
Zhou, Fan
;
Liu, Keping
;
Li, Yuanchun
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  |  
浏览/下载:23/0
  |  
提交时间:2020/06/02
Modular robot manipulator
Decentralized control
Adaptive dynamic programming
Optimal control
Neural network
Interconnected dynamic coupling
Improved value iteration for neural-network-based stochastic optimal control design
期刊论文
NEURAL NETWORKS, 2020, 卷号: 124, 页码: 280-295
作者:
Liang, Mingming
;
Wang, Ding
;
Liu, Derong
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  |  
浏览/下载:20/0
  |  
提交时间:2020/06/02
Adaptive critic designs
Adaptive dynamic programming
Neural networks
Optimal control
Stochastic processes
Value iteration
Neuro-optimal control for discrete stochastic processes via a novel policy iteration algorithm
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 卷号: 50, 期号: 11, 页码: 3972-3985
作者:
Liang, Mingming
;
Wang, Ding
;
Liu, Derong
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  |  
浏览/下载:17/0
  |  
提交时间:2020/10/23
Adaptive critic designs
adaptive dynamic programming (ADP)
local policy iteration
neuro-dynamic programming
optimal control
stochastic processes
Controller Optimization for Multirate Systems Based on Reinforcement Learning
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 417-427
作者:
Zhan Li
;
Sheng-Ri Xue
;
Xing-Hu Yu
;
Hui-Jun Gao
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  |  
浏览/下载:16/0
  |  
提交时间:2021/02/22
Multirate system
reinforcement learning
policy iteration
optimal control
controller optimization.
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