Möller, MaximilianSchneider, MariusWegner, MartinSchaub, Torsten2018-01-082018-01-0820112011https://dl.gi.de/handle/20.500.12116/11180We present the General Game Playing system Centurio. Centurio is a Java-based player featuring different strategies based on Monte Carlo Tree Search extended by techniques borrowed from Upper Confidence bounds applied to Trees as well as Answer Set Programming (for single-player games). Centurio’s Monte Carlo Tree Search is accomplished in a massively parallel way by means of multi-threading as well as cluster-computing. Another major feature of Centurio is its compilation of game descriptions, states, and state manipulations into Java, yielding an edge over existing Prolog-based approaches. Centurio is open source software freely available via the web.Answer set programmingGeneral game playingMonte Carlo tree searchParallelizationText/Journal Article1610-1987