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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:3/0
  |  
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)
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 12
作者:
Zhang, Yong
;
Mu, Chaoxu
;
Zhao, Dongbin
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  |  
浏览/下载:9/0
  |  
提交时间:2023/11/16
Data models
Real-time systems
Heuristic algorithms
Mathematical models
Adaptation models
Approximation algorithms
Cost function
Data generation model
feedback relearning control
delayed neural network
reinforcement learning
unmodeled nonlinear system
Determination of soil pH from Vis-NIR spectroscopy by extreme learning machine and variable selection: A case study in lime concretion black soil
期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2022, 卷号: 283
作者:
Wang, Liusan
;
Wang, Rujing
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  |  
浏览/下载:15/0
  |  
提交时间:2022/12/23
VIS-NIR spectroscopy
Soil pH
Lime concretion black soil
Extreme learning machine
Variable selection
Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26
作者:
Wang, Shurun
;
Tang, Hao
;
Gao, Lifu
;
Tan, Qi
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  |  
浏览/下载:19/0
  |  
提交时间:2022/12/23
Attention mechanism
motion estimation
surface electromyography
temporal convolutional network
A remaining useful life prediction method based on time–frequency images of the mechanical vibration signals
期刊论文
Measurement: Journal of the International Measurement Confederation, 2022, 卷号: 202
作者:
Du, Xianjun
;
Jia, Wenchao
;
Yu, Ping
;
Shi, Yaoke
;
Cheng, Shengyi
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  |  
浏览/下载:32/0
  |  
提交时间:2022/09/22
Convolution
Forecasting
Preventive maintenance
Rotating machinery
Vibrations (mechanical)
Wavelet transforms
Attention mechanisms
Continuous Wavelet Transform
Convolutional neural network
Degradation trend
Feature map
Remaining useful life predictions
Rolling bearings
Spectral feature
Time frequency
Time–frequency spectral feature map
Advances in Cuffless Continuous Blood Pressure Monitoring Technology Based on PPG Signals
期刊论文
BIOMED RESEARCH INTERNATIONAL, 2022, 卷号: 2022, 页码: 16
作者:
Qin, Caijie
;
Wang, Xiaohua
;
Xu, Guangjun
;
Ma, Xibo
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  |  
浏览/下载:17/0
  |  
提交时间:2022/11/14
Understanding the acceleration phenomenon via high-resolution differential equations
期刊论文
MATHEMATICAL PROGRAMMING, 2022, 卷号: 195, 期号: 1-2, 页码: 79-148
作者:
Shi, Bin
;
Du, Simon S.
;
Jordan, Michael, I
;
Su, Weijie J.
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  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Convex optimization
First-order method
Polyak's heavy ball method
Nesterov's accelerated gradient methods
Ordinary differential equation
Lyapunov function
Gradient minimization
A surrogate-assisted Jaya algorithm based on optimal directional guidance and historical learning mechanism
期刊论文
Engineering Applications of Artificial Intelligence, 2022, 卷号: 111
作者:
Zhao, Fuqing
;
Zhang, Hui
;
Wang, Ling
;
Ma, Ru
;
Xu, Tianpeng
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  |  
浏览/下载:15/0
  |  
提交时间:2022/04/21
Evolutionary algorithms
Learning algorithms
Learning systems
Optimization
Co-evolutionary
Co-evolutionary mechanism
Continuous optimization problems
Evolutionary mechanisms
Historical learning mechanism
Jaya algorithm
Learning mechanism
Optimal directional guidance
Polynomial models
Surrogate-assisted mechanism
A New Neuro-Optimal Nonlinear Tracking Control Method via Integral Reinforcement Learning with Applications to Nuclear Systems
期刊论文
NEUROCOMPUTING, 2022, 卷号: 483, 页码: 361-369
作者:
Zhong, Weifeng
;
Wang, Mengxuan
;
Wei, Qinglai
;
Lu, Jingwei
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  |  
浏览/下载:14/0
  |  
提交时间:2022/06/10
Integral reinforcement learning
Nuclear power reactor
Nonlinear system
Optimal tracking control
Neural networks
Delving into the Effectiveness of Receptive Fields: Learning Scale-Transferrable Architectures for Practical Object Detection
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 卷号: 130, 期号: 4, 页码: 970-989
作者:
Zhang, Zhaoxiang
;
Pan, Cong
;
Peng, Junran
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  |  
浏览/下载:17/0
  |  
提交时间:2022/06/06
Computer vision
Object detection
Effective receptive fields
Hardware acceleration
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