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Erschienen in:
2012 | OriginalPaper | Buchkapitel
PACHI: State of the Art Open Source Go Program
verfasst von : Petr Baudiš, Jean-loup Gailly
Erschienen in: Advances in Computer Games
Verlag: Springer Berlin Heidelberg
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We present a state of the art implementation of the Monte Carlo Tree Search algorithm for the game of Go. Our
Pachi
software is currently one of the strongest open source Go programs, competing at the top level with other programs and playing evenly against advanced human players. We describe our implementation and choice of published algorithms as well as three notable original improvements: (1) an adaptive time control algorithm, (2) dynamic komi, and (3) the usage of the criticality statistic. We also present new methods to achieve efficient scaling both in terms of multiple threads and multiple machines in a cluster.