Automating Texas Hold'em Poker with PLICAS

被引：0

作者：

Schwind, Michael ^{[1
]}

Friedrich, Christian ^{[2
]}

机构：

[1] Goethe Univ Frankfurt, IT Based Logist Inst Informat Syst, Gruneburgpl 1, D-60323 Frankfurt, Germany

[2] Tech Univ Kaiserslautern Erwin Schr odinger Str, Business Informat Syst & Operat Res, D-67663 Kaiserslautern, Germany

来源：

ENTERPRISE INFORMATION SYSTEMS, ICEIS 2011 | 2012年 / 102卷

关键词：

Multi-agent systems; Artificial intelligence; Game theory; GAME;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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.

引用

页码：193 / 207

页数：15

共 50 条

[21] A reinforcement learning algorithm applied to simplified two-player Texas Hold’em poker
Dahl, Fredrik A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2001, 2167 : 85 - 96
[22] Measuring and Evaluating the Potential Addiction Risk of the Online Poker Game Texas Hold'em No Limit
Clement, Reiner
Goudriaan, Anneke E.
van Holst, Ruth J.
Molinaro, Sabrina
Moersen, Chantal
Nilsson, Thomas
Parke, Adrian
Peren, Franz W.
Rebeggiani, Luca
Stoever, Heino
Terlau, Wiltrud
Wilhelm, Michele
GAMING LAW REVIEW-ECONOMICS REGULATION COMPLIANCE AND POLICY, 2012, 16 (12): : 713 - 728
[23] The Poker Boom: Can Casinos Cash-in on Low-Stakes Texas Hold'Em?
McGowan, Richard A.
GAMING LAW REVIEW-ECONOMICS REGULATION COMPLIANCE AND POLICY, 2010, 14 (07): : 525 - 531
[24] Roles of domain knowledge and working memory capacity in components of skill in Texas Hold'Em poker
Meinz, Elizabeth J.
Hambrick, David Z.
Hawkins, Carlee Beth
Gillings, Alison K.
Meyer, Brett E.
Schneider, Joshua L.
JOURNAL OF APPLIED RESEARCH IN MEMORY AND COGNITION, 2012, 1 (01) : 34 - 40
[25] EnsembleCard : A Strategy Ensemble Bot For Two-Player No-Limit Texas Hold'em Poker
Yuan, Weilin
Wei, Tingling
Luo, Junren
Lu, Lina
Zhang, Wanpeng
Chen, Jing
2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 3664 - 3669
[26] Building a No Limit Texas Hold'em Poker Agent Based on Game Logs Using Supervised Learning
Teofilo, Luis Filipe
Reis, Luis Paulo
AUTONOMOUS AND INTELLIGENT SYSTEMS, 2011, 6752 : 73 - 82
[27] Reasons to play, emotions and perceptions related to chance and skill of players practicing poker Texas Hold'em online
Brochu, Priscilla
Sevigny, Serge
Giroux, Isabelle
JOURNAL OF GAMBLING ISSUES, 2015, (31): : 78 - 111
[28] A SIMULATION STUDY OF TEXAS HOLD 'EM POKER: WHAT TAYLOR SWIFT UNDERSTANDS AND JAMES BOND DOESN'T
Falletta, J.
Woodcock, S.
ANZIAM JOURNAL, 2018, 60 (01): : 55 - 64
[29] Efficient Opponent Exploitation in No-Limit Texas Hold'em Poker: A Neuroevolutionary Method Combined with Reinforcement Learning
Xu, Jiahui
Chen, Jing
Chen, Shaofei
ELECTRONICS, 2021, 10 (17)
[30] Remembering 'Texas Hold'em Heads Up Poker', the first skill-based electronic gaming machine
Newall, Philip W. S.
JOURNAL OF GAMBLING ISSUES, 2023, (52): : 80 - 85

← 1 2 3 4 5 →