Introduction To Multi Armed Bandits

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Introduction to Multi-Armed Bandits

Author	: Aleksandrs Slivkins
Publisher	:
Total Pages	: 306
Release	: 2019-10-31
ISBN-10	: 168083620X
ISBN-13	: 9781680836202
Rating	: 4/5 (202 Downloads)

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Book Synopsis Introduction to Multi-Armed Bandits by : Aleksandrs Slivkins

Download or read book Introduction to Multi-Armed Bandits written by Aleksandrs Slivkins and published by . This book was released on 2019-10-31 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Related Books

Language: en
Pages: 306

Introduction to Multi-Armed Bandits

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

Language: en
Pages: 537

Bandit Algorithms

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.

Language: en
Pages: 138

Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems

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

Language: en
Pages: 233

Multi-armed Bandit Allocation Indices

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

Language: en
Pages: 549

Reinforcement Learning, second edition

Authors: Richard S. Sutton

Categories: Computers

Type: BOOK - Published: 2018-11-13 - Publisher: MIT Press

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The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intellig