Kernel Methods and Gaussian Processes for System Identification and Control A ROAD MAP ON REGULARIZED KERNEL-BASED LEARNING FOR CONTROL

Algo Carè

doi:10.1109/MCS.2023.3291625

2023-10-01

PRE

Gianluigi Pillonetto *

DOI：10.1109/MCS.2023.3291625

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摘要

Keyword:

NONASYMPTOTIC CONFIDENCE-REGIONS

NONLINEAR-SYSTEM

DIMENSIONALITY REDUCTION

PREDICTIVE CONTROL

FEEDBACK-CONTROL

MODEL SELECTION

NYSTROM METHOD

REGRESSION

SET

OPTIMIZATION

期刊

IEEE Control Systems Magazine

IF:

6.3

论文数:

1.8K

被引数:

4.7K

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University of Padua

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5.1W

论文数: 4.3W

被引数: 57

University of Brescia

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1.2W

论文数: 9.7K

被引数: 1.3W

swiss federal institutes of technology domain

学者数:

9.0W

论文数: 8.0W

被引数: 163

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