Monte Carlo Search : first workshop, MCS 2020, held in conjunction with IJCAI 2020, virtual event, January 7, 2021, Proceedings / Tristan Cazenave, Olivier Teytaud, Mark H.M. Winands (eds.).

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Monte Carlo Search : first workshop, MCS 2020, held in conjunction with IJCAI 2020, virtual event, January 7, 2021, Proceedings / Tristan Cazenave, Olivier Teytaud, Mark H.M. Winands (eds.).

9783030894535 (electronic bk.)
3030894533 (electronic bk.)
9783030894528

Cham, Switzerland : Springer, 2021.

English

1 online resource (ix, 141 pages) : illustrations (some color).

10.1007/978-3-030-89453-5 doi

QA298

518/.282

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.

Includes author index.

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Online resource; title from PDF title page (SpringerLink, viewed October 19, 2021).

Communications in computer and information science ; 1379.

Print version: 9783030894528
Print version: 9783030894542

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