An adaptive online machine learning method based on a robust optimal control approach

DOI10.1360/SCM-2017-0308zbMath1499.68314MaRDI QIDQ5063996

Zhanfeng Li, Han Wen Ning

Publication date: 21 March 2022

Published in: SCIENTIA SINICA Mathematica (Search for Journal in Brave)

zbMATH Keywords

online learningmodel predictive controlreproducing kernel Hilbert spacestatistical learningstochastic dynamical systemsrobust optimal control

Mathematics Subject Classification ID

Sensitivity (robustness) (93B35) Learning and adaptive systems in artificial intelligence (68T05) Optimal stochastic control (93E20) Stochastic learning and adaptive control (93E35) Hilbert spaces with reproducing kernels (= (proper) functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) (46E22) Online algorithms; streaming algorithms (68W27)

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