Learning in games using the imprecise Dirichlet model
نویسندگان
چکیده
منابع مشابه
Learning in games using the imprecise Dirichlet model
We propose a new learning model for finite strategic-form two-player games based on fictitious play and Walley’s imprecise Dirichlet model (1996, J. Roy. Statistical Society B 58, 3–57). This model allows the initial beliefs of the players about their opponent’s strategy choice to be near-vacuous or imprecise instead of being precisely defined. A similar generalization can be made as the one pr...
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We discuss two approaches for choosing a strategy in a two-player game. We suppose that the game is played a large number of rounds, which allows the players to use observations of past play to guide them in choosing a strategy. Central in these approaches is the way the opponent’s next strategy is assessed; both a precise and an imprecise Dirichlet model are used. The observations of the oppon...
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ژورنال
عنوان ژورنال: International Journal of Approximate Reasoning
سال: 2009
ISSN: 0888-613X
DOI: 10.1016/j.ijar.2008.03.012