Seminar: Javier González Hernández - Microsoft Research Cambridge

Date October 21, 2021
Author Hrvoje Stojic

Causal Bayesian Optimisation: Don’t do everything, just do the right thing

Abstract

Bayesian optimization is a popular algorithm for optimizing low-dimensional functions in a data-efficient manner. In this talk, I will discuss my practical experience with Bayesian optimization when applied to robotic applications. Along this journey, I will introduce several interesting real-world problem settings that I have encountered, and the corresponding algorithms designed as a result, as well as the new insights gained. To conclude, I will briefly discuss some future challenges and potential directions.

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