A Survey of Monte Carlo Tree Search Methods

Browne, Cameron B.; Powley, Edward; Whitehouse, Daniel; Lucas, Simon M.; Cowling, Peter I.; Rohlfshagen, Philipp; Tavener, Stephen; Pérez, Diego Hernán; Samothrakis, Spyridon; Colton, Simon

doi:10.1109/TCIAIG.2012.2186810

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A Survey of Monte Carlo Tree Search Methods

Author(s): Cameron B. Browne , Edward Powley , Daniel Whitehouse , Simon M. Lucas , Peter I. Cowling , Philipp Rohlfshagen , Stephen Tavener , Diego Perez , Spyridon Samothrakis , Simon Colton

Publication date (Print): March 2012

Journal: IEEE Transactions on Computational Intelligence and AI in Games

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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Asymptotically efficient adaptive allocation rules

T.L Lai, Herbert Robbins (1985)

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Bandit Based Monte-Carlo Planning

Levente Kocsis, Csaba Szepesvári (2006)

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Combining online and offline knowledge in UCT

David L. Silver, Sylvain Gelly (2007)

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Title: IEEE Transactions on Computational Intelligence and AI in Games

Abbreviated Title: IEEE Trans. Comput. Intell. AI Games

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

ISSN (Print): 1943-068X

ISSN (Electronic): 1943-0698

Publication date Created: March 2012

Publication date (Print): March 2012

Volume: 4

Issue: 1

Pages: 1-43

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DOI: 10.1109/TCIAIG.2012.2186810

SO-VID: fd1158a3-0a27-4490-ac5b-354126d1590f

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A Survey of Monte Carlo Tree Search Methods

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NeuroImaging Methods

Most cited references 106

Asymptotically efficient adaptive allocation rules

Bandit Based Monte-Carlo Planning

Combining online and offline knowledge in UCT

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