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On tuning control policies online using safe Bayesian optimization - applied to biomedical systems
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Efficient Exploration in Bayesian Optimization – Optimism and Beyond by Andreas Krause
Safe Bayesian Optimization using Interior point methods - Applied to personalized drug dosing.
The Art of Acquisition Functions in Bayesian Optimisation
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Last Updated: September 27, 2026
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Summary
Authors: Antonia Paz Holzapfel San Martín, Paul Brunzema, Sebastian Trimpe Institute for Data Science in Mechanical ... This video demonstrates a new approach for by Johannes P. Dürholt at the AutoML Summer School 2026. A Google TechTalk, presented by Andreas Krause, 2021/06/07 ABSTRACT: A central challenge in Link to paper in IEEE-LCSS: ieeexplore.ieee.org/abstract/document/9785875/ Link to paper in IEEE TBME: ... Title : Exploration vs Exploitation: The Art of Acquisition Functions in The talk presented at Gaussian Process Summer School at Sheffield, on September 16, 2015. million in federal funding is now available for public Spotlight video for the CoRL 2023 paper "Tuning Legged Locomotion Controllers via For this animation, I use the example code from emukit: ...
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