Benefits of monotonicity in safe exploration with Gaussian processes

Arpan Losalka, Jonathan Scarlett. Benefits of monotonicity in safe exploration with Gaussian processes. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 1304-1314, PMLR, 2023. [doi]

Abstract

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