Adaptive-predictive Game-playing Programs

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University of California, Santa Cruz, Computer Research Laboratory, 1990 - Machine learning - 28 pages
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Abstract: "Adaptive-predictive search (APS) is a new method by which systems can improve their search performance through experience. It is believed that the development of such methods is critical as currently a tremendous amount of computational results are potentially wasted by not integrating search and partial search results into the knowledge of a problem-solving system. In the adaptive-predictive search model pattern formation and associative recall are used to improve or replace search. In this paper the theory, background and motivations behind the model are presented and its application to two-player game-playing programs is discussed.

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