2012 | OriginalPaper | Buchkapitel
Automating Texas Hold’em Poker with PLICAS
verfasst von : Michael Schwind, Christian Friedrich
Erschienen in: Enterprise Information Systems
Verlag: Springer Berlin Heidelberg
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Influenced by the possibilities of the Internet poker has become a popular online game. Spurred by this development, automated poker got into the focus of research in
game theory
(GT),
artificial intelligence
(AI) and
multi-agent systems
(MAS). This paper describes the development and evaluation of
PLICAS
, a poker bot designed for the ‘Texas Hold’em Fixed Limit Heads-up’ variant. The poker bot integrates approaches, such as opponent modeling, abstraction techniques, and case-based reasoning.
PLICAS
also introduces simulation-based methods for the exploitation of the opponent’s play. Participation in the 2010
AAAI Computer Poker Competition (ACPC)
shows that
PLICAS
has a lot of potential but suffers from a vulnerable opponent modeling strategy.