Monte Carlo Search First Workshop, MCS 2020, Held in Conjunction with IJCAI 2020, Virtual Event, January 7, 2021, Proceedings

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 pa...

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Bibliographic Details
Main Authors Cazenave, Tristan, Teytaud, Olivier, Winands, Mark H. M
Format eBook Conference Proceeding
LanguageEnglish
Published Cham Springer Nature 2021
Springer International Publishing AG
Springer International Publishing
Edition1
SeriesCommunications in Computer and Information Science
Subjects
Algorithm Analysis and Problem Complexity
Artificial Intelligence
Computer Science
Data processing Computer science
Discrete Mathematics in Computer Science
Image Processing and Computer Vision
Information Systems Applications (incl. Internet)
Monte Carlo method-Data processing
Numeric Computing
Online AccessGet full text
ISBN3030894533
9783030894535
9783030894528
3030894525
ISSN1865-0929
1865-0937
DOI10.1007/978-3-030-89453-5

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Summary: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.
ISBN:3030894533
9783030894535
9783030894528
3030894525
ISSN:1865-0929
1865-0937
DOI:10.1007/978-3-030-89453-5