Monte Carlo Search

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First Workshop, MCS 2020, Held in Conjunction with IJCAI 2020, Virtual Event, January 7,2021, Proceedings, Communications in Computer and Information Science 1379

ISBN: 3030894525
ISBN 13: 9783030894528
Herausgeber: Tristan Cazenave/Olivier Teytaud/Mark H M Winands
Verlag: Springer Verlag GmbH
Umfang: ix, 141 S., 22 s/w Illustr., 14 farbige Illustr., 141 p. 36 illus., 14 illus. in color.
Erscheinungsdatum: 16.10.2021
Auflage: 1/2021
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 2872205 Kategorie:

Beschreibung

This book constitutes the refereed proceedings of the First Workshop on Monte Carlo Search, MCS 2020, organized in conjunction with IJCAI 2020. The event was supposed to take place in Yokohama, Japan, in July 2020, but due to the Covid-19 pandemic was held virtually on January 7, 2021.  The 9 full papers of the specialized project were carefully reviewed and selected from 15 submissions. The following topics are covered in the contributions: discrete mathematics in computer science, games, optimization, search algorithms, Monte Carlo methods, neural networks, reinforcement learning, machine learning.

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E-Mail: juergen.hartmann@springer.com

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