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MONTE-CARLO GO WITH KNOWLEDGE-GUIDED SIMULATIONS1
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2008
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Artificial IntelligenceEngineeringMonte Carlo MethodsSimulation Video GameSimulationIntelligent SystemsSimulation MethodologyModeling And SimulationRobot LearningGeneral Game PlayingGame DesignKnowledge ItemsMonte CarloLight ItemsComputer EngineeringComputer ScienceMonte Carlo SamplingGamesComputational ScienceMonte Carlo MethodArtsRandom Simulations
This article explores light Go-domain knowledge items. Light items are computable in a speed suitable to be used in random simulations in Monte-Carlo (MC) Go. For our purpose, we evaluated and filtered the desired knowledge items for simulation games