Towards the unification of intuitive and formal game concepts with applications to computer chess
A general technique is proposed to deal with the formalization of intuition and human-oriented concepts in competition thinking games like chess, such as defensive play, attack, tactical play, etc. We present a manner of transferring these intuitions, which are in general ambiguous and not well defi...
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2005
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| Acceso en línea: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_NIS03822_v_n_p_Arbiser http://hdl.handle.net/20.500.12110/paper_NIS03822_v_n_p_Arbiser |
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| Sumario: | A general technique is proposed to deal with the formalization of intuition and human-oriented concepts in competition thinking games like chess, such as defensive play, attack, tactical play, etc. We present a manner of transferring these intuitions, which are in general ambiguous and not well defined, into formal definitions, and then directly to use them in game play. Among other concepts we define notions of attack, threat, defensive play and strategic play. Experiments are made in computer chess to empirically evaluate this technique. There are applications to machine learning, such as the possibility of combining different evaluation functions into a single one. There are also important applications in education such as teaching and evaluation of human players. © 2005 Authors & Digital Games Research Association DiGRA. |
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