Introduction to Multi-Armed Bandits

Introduction to Multi-Armed Bandits
Author: Aleksandrs Slivkins
Publisher:
Total Pages: 306
Release: 2019-10-31
Genre: Computers
ISBN: 9781680836202


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Multi-armed bandits is a rich, multi-disciplinary area that has been studied since 1933, with a surge of activity in the past 10-15 years. This is the first book to provide a textbook like treatment of the subject.


Introduction to Multi-Armed Bandits
Language: en
Pages: 306
Authors: Aleksandrs Slivkins
Categories: Computers
Type: BOOK - Published: 2019-10-31 - Publisher:

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Multi-armed bandits is a rich, multi-disciplinary area that has been studied since 1933, with a surge of activity in the past 10-15 years. This is the first boo
Bandit Algorithms
Language: en
Pages: 537
Authors: Tor Lattimore
Categories: Business & Economics
Type: BOOK - Published: 2020-07-16 - Publisher: Cambridge University Press

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A comprehensive and rigorous introduction for graduate students and researchers, with applications in sequential decision-making problems.
Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems
Language: en
Pages: 138
Authors: Sébastien Bubeck
Categories: Computers
Type: BOOK - Published: 2012 - Publisher: Now Pub

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In this monograph, the focus is on two extreme cases in which the analysis of regret is particularly simple and elegant: independent and identically distributed
Multi-armed Bandit Allocation Indices
Language: en
Pages: 233
Authors: John Gittins
Categories: Mathematics
Type: BOOK - Published: 2011-02-18 - Publisher: John Wiley & Sons

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In 1989 the first edition of this book set out Gittins' pioneering index solution to the multi-armed bandit problem and his subsequent investigation of a wide o
Bandit Algorithms for Website Optimization
Language: en
Pages: 88
Authors: John Myles White
Categories: Computers
Type: BOOK - Published: 2012-12-10 - Publisher: "O'Reilly Media, Inc."

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When looking for ways to improve your website, how do you decide which changes to make? And which changes to keep? This concise book shows you how to use Multia