Cowley, Ben, Charles, Darryl, Black, Michaela and Hickey, Raymond (2009) Analyzing player behavior in Pacman using feature-driven decision theoretic predictive modelling. In: IEEE Symposium on Computational Intelligence and Games 2009, Politecnico di Milano, Milan, Italy. UNSPECIFIED. 8 pp. [Conference contribution]
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We describe the results of a modeling methodology that combines the formal choice-system representation of decision theory with a human player-focused description of the behavioral features of game play in Pacman.This predictive player modeler addresses issues raised in previous work  and , to produce reliable accuracy. This paper focuses on using player-centric knowledge to reason about player behavior, utilizing a set of features which describe game-play to obtain quantitative data corresponding to qualitative behavioral concepts.
|Item Type:||Conference contribution (Paper)|
|Faculties and Schools:||Faculty of Computing & Engineering|
Faculty of Computing & Engineering > School of Computing and Information Engineering
|Research Institutes and Groups:||Computer Science Research Institute|
Computer Science Research Institute > Information and Communication Engineering
|Deposited By:||Mr Raymond Hickey|
|Deposited On:||01 Feb 2010 16:19|
|Last Modified:||24 Jun 2011 12:50|
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