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- W4387129425 abstract "This issue of <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>IEEE Control Systems</i> is the first of two special issues devoted to data-driven control. The guest editor for these two issues is Florian Dörfler, and he was helped by our associate editor, Daniel Quevedo. They assembled seven articles for this special issue, the first four of which appear in the present issue: “Data-Driven Control Based on the Behavioral Approach: From Theory to Applications in Power Systems,” by Ivan Markovsky, Linbin Huang, and Florian Dörfler <xref ref-type=list-item rid=list-itemA1 xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>[A1]</xref> ; “Kernel Methods and Gaussian Processes for System Identification and Control: A Road Map on Regularized Kernel-Based Learning for Control,” by Algo Carè, Ruggero Carli, Alberto Dalla Libera, Diego Romeres, and Gianluigi Pillonetto <xref ref-type=list-item rid=list-itemA2 xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>[A2]</xref> ; “Quasi-Stochastic Approximation: Design Principles With Applications to Extremum Seeking Control,” by Caio Kalil Lauand and Sean Meyn <xref ref-type=list-item rid=list-itemA3 xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>[A3]</xref> ; and “Data-Driven Safety Filters: Hamilton-Jacobi Reachability, Control Barrier Functions, and Predictive Methods for Uncertain Systems,” by Kim P. Wabersich, Andrew J. Taylor, Jason J. Choi, Koushil Sreenath, Claire J. Tomlin, Aaron D. Ames, and Melanie N. Zeilinger <xref ref-type=list-item rid=list-itemA4 xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>[A4]</xref> . The four articles are described in the introductory article by Guest Editor Florian Dörfler <xref ref-type=list-item rid=list-itemA5 xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>[A5]</xref> ." @default.
- W4387129425 created "2023-09-29" @default.
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- W4387129425 date "2023-10-01" @default.
- W4387129425 modified "2023-10-18" @default.
- W4387129425 title "Data-Driven Control: Part One of Two [About this Issue]" @default.
- W4387129425 doi "https://doi.org/10.1109/mcs.2023.3291628" @default.
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