A Pattern-Based Bayesian Network for the Game of Nine Men's Morris
نویسنده
چکیده
In this paper we present a game-playing algorithm for the game of Nine Men’s Morris based on a small pattern database. The player is using a combination of game-specific heuristics and a pattern-based Bayesian network to make decisions about the next move. The Bayesian network is dynamically constructed and can be learned during the game play. The player we present uses a fuzzy logic approach and the pattern network to make decisions. The goal of the approach is to provide a fast search algorithm, that is adaptable and capable of learning.
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