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2010
Title: Solving problems using MCTS Author: Dominik Malý Department: Department of theoretical informatics and mathematical logic Supervisor: RNDr. Jan Hric Supervisor's e-mail address: Jan.Hric@mff.cuni.cz Abstract: MCTS (Monte Carlo Tree Search) methods are a state-of-the-art approach to the computer solution of strategic board game Go.
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Title: Solving problems using MCTS Author: Dominik Malý Department: Department of theoretical informatics and mathematical logic Supervisor: RNDr. Jan Hric Supervisor's e-mail address: Jan.Hric@mff.cuni.cz Abstract: MCTS (Monte Carlo Tree Search) methods are a state-of-the-art approach to the computer solution of strategic board game Go.
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MCT error supplementary material
Assumptions of the model and supplementary figure material, Matlab ...openaire +1 more source
2013
MCTS method was first introduced in 2006 and it immediately succeeded in the game of GO. Its biggest advantage is that it doesn't require any evaluation function, which is often hard to design in a lot of games. Instead it is based on randomized simulations.
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MCTS method was first introduced in 2006 and it immediately succeeded in the game of GO. Its biggest advantage is that it doesn't require any evaluation function, which is often hard to design in a lot of games. Instead it is based on randomized simulations.
openaire +2 more sources