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Multi-Objective Learning Model Predictive Control

Published in arXiv (Cornell University) • May 19, 2024
NobleIDNI4P18W98R31S99
Authors:
Siddharth H. Nair
,
Charlott Vallon
,
Francesco Borrelli

Abstract

Multi-Objective Learning Model Predictive Control is a novel data-driven control scheme which improves a linear system's closed-loop performance with respect to several convex control objectives over iterations of a repeated task. At each task iteration, collected system data is used to construct te...

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