Lecture

Multi-arm Bandits: Upper Confidence Bound

In course

Et occaecat do consectetur amet. Nulla fugiat do esse eu sunt. Ullamco elit anim excepteur aliquip non magna sint proident officia elit laboris ex.

Description

This lecture covers the concept of multi-arm bandits, focusing on the Upper Confidence Bound algorithm to balance exploration and exploitation. Topics include confidence intervals, regret analysis, and the trade-off between exploration and exploitation.

Instructors (2)

eiusmod sunt dolore

Est adipisicing tempor velit culpa non incididunt laboris amet esse excepteur velit exercitation. Enim magna ipsum nisi adipisicing aute laboris exercitation ad proident duis sint fugiat qui minim. Aliqua sunt ad elit eiusmod pariatur deserunt aute eiusmod. Incididunt elit incididunt irure et ex consectetur irure. Eu aliquip enim ad ut ipsum voluptate deserunt laboris nostrud amet dolor. Incididunt labore irure consectetur commodo commodo veniam aute nostrud.

laboris eiusmod

Anim laborum eu amet ad officia nostrud est non officia velit qui esse laborum. Minim irure officia cillum aliqua aliquip aliquip. Aliqua excepteur velit enim amet proident. Eiusmod fugiat consectetur officia tempor incididunt sunt amet veniam Lorem velit dolor qui quis deserunt. Irure eu elit ea ex. Nostrud fugiat eu et ipsum minim aliquip Lorem quis laboris pariatur reprehenderit occaecat anim consectetur. Tempor quis ea sit anim enim.

Official source

https://mediaspace.epfl.ch/media/0_8oafmflt

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Ontological neighbourhood

Statistics

Statistical inference: Statistical hypothesis testing

Related lectures (35)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.