Abstraction Methods for Game Theoretic Poker

Abstraction is a method often applied to keep the combinatorial explosion under control and to solve problems of large complexity. Ourwork focuses on applying abstraction to solve large stochastic imperfect-information games, specifically variants of poker.We examine several different medium-size poker variants and give encouraging results for abstraction-based methods on these games.