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共17条,第1-10条
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收录类别:SCI
发表日期:2020
资助机构:National Natural Science Foundation of China
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Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
作者:
Wei, Qinglai
;
Wang, Lingxiao
;
Liu, Yu
;
Polycarpou, Marios M.
Adobe PDF(4019Kb)
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浏览/下载:386/87
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提交时间:2021/03/08
Elevators
Optimal control
Backpropagation
Machine learning
Neural networks
Learning (artificial intelligence)
Actor
–critic
adaptive dynamic programming
deep learning (DL)
elevator group control (EGC)
optimal control
reinforcement learning (RL)
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
Adobe PDF(3149Kb)
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浏览/下载:304/57
  |  
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
Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3101-3114
作者:
Ma, Xinhong
;
Zhang, Tianzhu
;
Xu, Changsheng
Adobe PDF(4322Kb)
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浏览/下载:362/70
  |  
提交时间:2021/03/01
Semantics
Correlation
Aircraft propulsion
Deep learning
Bridges
Aircraft
Task analysis
Cross-modal retrieval
adversarial hashing
multi-level correlation
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
Adobe PDF(2079Kb)
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浏览/下载:222/19
  |  
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
Amplitude spectrum trend-based feature for excitation location classification from snore sounds
期刊论文
PHYSIOLOGICAL MEASUREMENT, 2020, 卷号: 41, 期号: 8, 页码: 13
作者:
Sun, Jingpeng
;
Hu, Xiyuan
;
Chen, Chen
;
Peng, Silong
;
Ma, Yan
Adobe PDF(1259Kb)
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浏览/下载:378/70
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提交时间:2021/01/07
amplitude trend
signal decomposition
null space pursuit
snore classification
OSA
Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 9703-9718
作者:
Tian, Lei
;
Tang, Yongqiang
;
Hu, Liangchen
;
Ren, Zhida
;
Zhang, Wensheng
Adobe PDF(3443Kb)
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浏览/下载:385/83
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提交时间:2021/01/06
Domain adaptation
class centroid matching
local manifold self-learning
Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 4649-4659
作者:
Peng, Xinyu
;
Li, Li
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:262/0
  |  
提交时间:2021/01/06
Training
Convergence
Approximation algorithms
Stochastic processes
Estimation
Optimization
Acceleration
Batch selection
machine learning
minibatch stochastic gradient descent (SGD)
speed of convergence
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
浏览
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Adobe PDF(1604Kb)
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浏览/下载:226/74
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提交时间:2020/10/23
Adaptive critic designs
adaptive dynamic programming (ADP)
local policy iteration
neuro-dynamic programming
optimal control
stochastic processes
Enhanced Motor Imagery Based Brain- Computer Interface via FES and VR for Lower Limbs
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 8, 页码: 1846-1855
作者:
Ren, Shixin
;
Wang, Weiqun
;
Hou, Zeng-Guang
;
Liang, Xu
;
Wang, Jiaxing
;
Shi, Weiguo
Adobe PDF(1893Kb)
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浏览/下载:342/61
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提交时间:2020/09/07
Brain computer interface
functional electrical stimulation (FES)
virtual reality
enhanced motor imagery
rehabilitation training
A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 8, 页码: 5042-5052
作者:
Ren, Zelin
;
Zhang, Wensheng
;
Zhang, Zhizhong
Adobe PDF(2122Kb)
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浏览/下载:380/64
  |  
提交时间:2020/07/06
data-driven fault detection
deep autoencoder
nonlinear industrial process
nonnegative matrix factorization (NMF)