Safe Bayesian Optimisation for Controller Design by Utilising the Parameter Space Approach

Lorenz Dörschel, David Stenger, Dirk Abel. Safe Bayesian Optimisation for Controller Design by Utilising the Parameter Space Approach. In Ali Jadbabaie, John Lygeros, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, L4DC 2021, 7-8 June 2021, Virtual Event, Switzerland. Volume 144 of Proceedings of Machine Learning Research, pages 299-311, PMLR, 2021. [doi]

Abstract

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