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Author MCS (Workshop : Monte Carlo) (1st : 2020 : Online)

Title 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.)
Published Cham, Switzerland : Springer, 2021


Description 1 online resource (ix, 141 pages) : illustrations (some color)
Series Communications in computer and information science, 1865-0937 ; 1379
Communications in computer and information science ; 1379. 1865-0937
Contents The Search Algorithm for the Game of Bridge -- Stabilized Nested Rollout Policy Adaptation -- zoNNscan: A Boundary-Entropy Index for Zone Inspection of Neural Models -- Ordinal Monte Carlo Tree Search -- Monte Carlo Game Solver -- Generalized Nested Rollout Policy Adaptation -- Monte Carlo Inverse Folding -- Monte Carlo Graph Coloring -- Enhancing Playout Policy Adaptation for General Game Playing
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
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed October 19, 2021)
Subject Monte Carlo method -- Data processing -- Congresses
Monte Carlo method -- Data processing
Genre/Form Electronic books
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Cazenave, Tristan, editor.
Teytaud, Olivier, editor
Winands, Mark H. M., 1978- editor.
International Joint Conference on Artificial Intelligence (29th : 2020 : Online), jointly held conference
ISBN 9783030894535
Other Titles MCS 2020