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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the topic of multi-arm bandits, focusing on distribution estimation. The instructor explains the UCB algorithm and its results, asymptotic environments, and the concept of gap knowledge. The lecture also delves into the concepts of empirical estimates, property testing, and estimation criteria, emphasizing the importance of robust estimators.