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Abstraktionsansätze in Multiplayer Poker
Type of publication: Mastersthesis
Citation: ba:bunten
Type: Bachelor-Arbeit
Year: 2017
Month: January
School: TU Darmstadt, Knowledge Engineering Group
URL: https://www.ke.tu-darmstadt.de/lehre/arbeiten/bachelor/2017/Bunten_Jan-Simon.pdf
Abstract: Multiplayer Fixed Limit Texas Hold‘em can only be solved with very course card abstractions due to its large number of Game States. In fact so course, that usually hands can only be distinguished by above or below average hand strength, so reducing the complexity by card abstractions alone is not possible. Because of that I evaluate in this thesis possibilities to reduce complexity by reducing the betting nodes in the game tree. Required for this is an in depth analysis of the 3-player game tree. Furthermore I evaluate a possible reduction of the state space by restricting the algorithm so solve states with 2 active players only and by merging similar states after the end of a betting round.
Userfields: betreuer={ELM}
Authors Bunten, Jan Simon