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Publications
The Prismata AI system has been the subject of a few publications listed below, including a Best Paper Award at AIIDE 2015, and a presentation at the AI Summit of GDC 2017. These will explain the overall architecture of the Prismata AI so that you can make sense of the many classes in the code base. I recommend reading these first before delving into the code base.
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Playing Your Cards Right: The Hierarchical Portfolio Search AI of Prismata [2017]
David Churchill
GDC 2017, AI Summit Presentation
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Hierarchical Portfolio Search in Prismata [2017]
D. Churchill and M. Buro
Game AI Pro 3
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Hierarchical Portfolio Search: Prismata's Robust AI Architecture for Games with Large Search Spaces [2015]
D. Churchill and M. Buro
AIIDE, UC Santa Cruz, 2015, 6 pages (Best Student Paper Award)