University of Kentucky UKnowledge University of Kentucky Master's Theses Graduate School 2004 POKERFACE: EMOTION BASED GAME-PLAY TECHNIQUES FOR COMPUTER POKER PLAYERS Lucas Cockerham University of Kentucky,
[email protected] Right click to open a feedback form in a new tab to let us know how this document benefits ou.y Recommended Citation Cockerham, Lucas, "POKERFACE: EMOTION BASED GAME-PLAY TECHNIQUES FOR COMPUTER POKER PLAYERS" (2004). University of Kentucky Master's Theses. 224. https://uknowledge.uky.edu/gradschool_theses/224 This Thesis is brought to you for free and open access by the Graduate School at UKnowledge. It has been accepted for inclusion in University of Kentucky Master's Theses by an authorized administrator of UKnowledge. For more information, please contact
[email protected]. ABSTRACT OF THESIS POKERFACE: EMOTION BASED GAME-PLAY TECHNIQUES FOR COMPUTER POKER PLAYERS Numerous algorithms/methods exist for creating computer poker players. This thesis compares and contrasts them. A set of poker agents for the system PokerFace are then introduced. A survey of the problem of facial expression recognition is included in the hopes it may be used to build a better computer poker player. KEYWORDS: Poker, Neural Networks, Arti¯cial Intelligence, Emotion Recognition, Facial Action Coding System Lucas Cockerham 7/30/2004 POKERFACE: EMOTION BASED GAME-PLAY TECHNIQUES FOR COMPUTER POKER PLAYERS By Lucas Cockerham Dr. Judy Goldsmith Dr. Grzegorz Wasilkowski 7/30/2004 RULES FOR THE USE OF THESES Unpublished theses submitted for the Master's degree and deposited in the University of Kentucky Library are as a rule open for inspection, but are to be used only with due regard to the rights of the authors.