Bandit Algorithms

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Bandit Algorithms

Author	: Tor Lattimore
Publisher	: Cambridge University Press
Total Pages	: 537
Release	: 2020-07-16
ISBN-10	: 9781108486828
ISBN-13	: 1108486827
Rating	: 4/5 (827 Downloads)

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Book Synopsis Bandit Algorithms by : Tor Lattimore

Download or read book Bandit Algorithms written by Tor Lattimore and published by Cambridge University Press. This book was released on 2020-07-16 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and rigorous introduction for graduate students and researchers, with applications in sequential decision-making problems.

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Bandit Algorithms

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A comprehensive and rigorous introduction for graduate students and researchers, with applications in sequential decision-making problems.

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Bandit Algorithms for Website Optimization

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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

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Introduction to Multi-Armed Bandits

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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

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Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems

Authors: Sébastien Bubeck

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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

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Bandit Algorithms

Authors: Tor Lattimore

Categories: Computers

Type: BOOK - Published: 2020-07-16 - Publisher: Cambridge University Press

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Decision-making in the face of uncertainty is a significant challenge in machine learning, and the multi-armed bandit model is a commonly used framework to addr