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Potential-aware automated abstraction of sequential games, and holistic equilibrium analysis of Texas Hold'em poker
AAAI, pp.50-57, (2007)
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We present a new abstraction algorithm for sequential imperfect information games. While most prior abstraction algorithms employ a myopic expected-value computation as a similarity metric, our algorithm considers a higher-dimensional space consisting of histograms over abstracted classes of states from later stages of the game. This enab...More
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