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Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者:
Ding Wang
;
Ning Gao
;
Derong Liu
;
Jinna Li
;
Frank L. Lewis
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/01/02
Adaptive dynamic programming (ADP)
advanced control
complex environment
data-driven control
event-triggered design
intelligent control
neural networks
nonlinear systems
optimal control
reinforcement learning (RL)
Integration of Train Regulation and Speed Profile Optimization Based on Feature Learning and Hybrid Search Algorithm
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 10
作者:
Zhou, Min
;
Hou, Zhuopu
;
Wu, Xingtang
;
Dong, Hairong
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
Convolutional neural network (CNN)
hybrid search algorithm
integration
speed profile
train control
train regulation
Robust Optimal Parallel Tracking Control Based on Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2023, 页码: 14
作者:
Wei, Qinglai
;
Jiao, Shanshan
;
Wang, Fei-Yue
;
Dong, Qi
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  |  
浏览/下载:0/0
  |  
提交时间:2023/12/21
Optimal control
Control systems
Uncertainty
Robust control
Performance analysis
Dynamic programming
Uncertain systems
ADP
NN
nonlinear robust optimal control
parallel control
tracking control
Complete and robust energy conversion by sum frequency generation based on Invariant Engineering
预印本
2022
作者:
Zhang, Cong-Fu
;
Wang, Zhao-Lu
;
Liu, Hong-Jun
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  |  
浏览/下载:15/0
  |  
提交时间:2022/08/25
An Approximate Neuro-Optimal Solution of Discounted Guaranteed Cost Control Design
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 77-86
作者:
Wang, Ding
;
Qiao, Junfei
;
Cheng, Long
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  |  
浏览/下载:25/0
  |  
提交时间:2022/03/17
Control design
Cost function
Optimal control
Nonlinear systems
Adaptive systems
Switches
Adaptive learning system
discount factor
guaranteed cost function
neuro-optimal control
uncertainty
Self-Learning Robust Control Synthesis and Trajectory Tracking of Uncertain Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 278-286
作者:
Wang, Ding
;
Cheng, Long
;
Yan, Jun
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  |  
浏览/下载:39/0
  |  
提交时间:2022/03/17
Robust control
Optimal control
Cost function
Trajectory tracking
Nonlinear systems
Feedback control
Dynamical systems
Adaptive critic learning
control synthesis
neural networks
optimization
robust stabilization
tracking design
Adaptive Critics for Decentralized Stabilization of Constrained-Input Nonlinear Interconnected Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
作者:
Yang, Xiong
;
Zhou, Yingjiang
;
Dong, Na
;
Wei, Qinglai
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  |  
浏览/下载:30/0
  |  
提交时间:2022/01/27
Optimal control
Interconnected systems
Nonlinear systems
Decentralized control
Asymptotic stability
Stability analysis
Artificial neural networks
Adaptive critics
adaptive dynamic programming (ADP)
asymmetric input constraints
decentralized control
reinforcement learning (RL)
Decentralized Event-Driven Constrained Control Using Adaptive Critic Designs
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Yang, Xiong
;
Zhu, Yuanheng
;
Dong, Na
;
Wei, Qinglai
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  |  
浏览/下载:36/0
  |  
提交时间:2022/01/27
Adaptive critic designs (ACDs)
adaptive dynamic programming (ADP)
decentralized event-driven control
input constraint
reinforcement learning (RL)
A partial policy iteration ADP algorithm for nonlinear neuro-optimal control with discounted total reward
期刊论文
NEUROCOMPUTING, 2021, 卷号: 424, 页码: 23-34
作者:
Liang, Mingming
;
Wei, Qinglai
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/03/15
Adaptive critic designs
Adaptive dynamic programming
Policy iteration
Neural networks
Neuro-dynamic programming
Nonlinear systems
Optimal control
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)
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