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Authors: S. Gelly 1 ; J. B. Hoock 1 ; A. Rimmel 1 ; O. Teytaud 1 and Y. Kalemkarian 2

Affiliations: 1 TAO (Inria), Lri, UMR Cnrs 8623, Univ. Paris-Sud, France ; 2 High Performance Calculus, France

ISBN: 978-989-8111-30-2

Keyword(s): Bandit-based Monte-Carlo planning, parallelization, multi-core machines, message-passing.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Decision Support Systems ; Formal Methods ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Planning and Scheduling ; Simulation and Modeling ; Symbolic Systems

Abstract: Since their impressive successes in various areas of large-scale parallelization, recent techniques like UCT and other Monte-Carlo planning variants (Kocsis and Szepesvari, 2006a) have been extensively studied (Coquelin and Munos, 2007; Wang and Gelly, 2007). We here propose and compare various forms of parallelization of bandit-based tree-search, in particular for our computer-go algorithm XYZ.

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Paper citation in several formats:
Gelly S.; B. Hoock J.; Rimmel A.; Teytaud O.; Kalemkarian Y. and (2008). THE PARALLELIZATION OF MONTE-CARLO PLANNING - Parallelization of MC-Planning.In Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-8111-30-2, pages 244-249. DOI: 10.5220/0001502402440249

@conference{icinco08,
author={S. Gelly and J. {B. Hoock} and A. Rimmel and O. Teytaud and Y. Kalemkarian},
title={THE PARALLELIZATION OF MONTE-CARLO PLANNING - Parallelization of MC-Planning},
booktitle={Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2008},
pages={244-249},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001502402440249},
isbn={978-989-8111-30-2},
}

TY - CONF

JO - Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - THE PARALLELIZATION OF MONTE-CARLO PLANNING - Parallelization of MC-Planning
SN - 978-989-8111-30-2
AU - Gelly, S.
AU - B. Hoock, J.
AU - Rimmel, A.
AU - Teytaud, O.
AU - Kalemkarian, Y.
PY - 2008
SP - 244
EP - 249
DO - 10.5220/0001502402440249

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