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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Detalles Bibliográficos
Autor principal: Arbiser, Ariel
Publicado: 2005
Materias:
Chess
Evaluation function
Heuristics
Intuition
Null-mover
Interactive computer graphics
Function evaluation
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
Aporte de:
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires
id paper:paper_NIS03822_v_n_p_Arbiser
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spelling paper:paper_NIS03822_v_n_p_Arbiser2023-06-08T16:39:29Z Towards the unification of intuitive and formal game concepts with applications to computer chess Arbiser, Ariel Chess Evaluation function Heuristics Intuition Null-mover Chess Evaluation function Heuristics Intuition Null-mover Interactive computer graphics Function evaluation 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. Fil:Arbiser, A. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. 2005 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
institution Universidad de Buenos Aires
institution_str I-28
repository_str R-134
collection Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA)
topic Chess
Evaluation function
Heuristics
Intuition
Null-mover
Chess
Evaluation function
Heuristics
Intuition
Null-mover
Interactive computer graphics
Function evaluation
spellingShingle Chess
Evaluation function
Heuristics
Intuition
Null-mover
Chess
Evaluation function
Heuristics
Intuition
Null-mover
Interactive computer graphics
Function evaluation
Arbiser, Ariel
Towards the unification of intuitive and formal game concepts with applications to computer chess
topic_facet Chess
Evaluation function
Heuristics
Intuition
Null-mover
Chess
Evaluation function
Heuristics
Intuition
Null-mover
Interactive computer graphics
Function evaluation
description 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.
author Arbiser, Ariel
author_facet Arbiser, Ariel
author_sort Arbiser, Ariel
title Towards the unification of intuitive and formal game concepts with applications to computer chess
title_short Towards the unification of intuitive and formal game concepts with applications to computer chess
title_full Towards the unification of intuitive and formal game concepts with applications to computer chess
title_fullStr Towards the unification of intuitive and formal game concepts with applications to computer chess
title_full_unstemmed Towards the unification of intuitive and formal game concepts with applications to computer chess
title_sort towards the unification of intuitive and formal game concepts with applications to computer chess
publishDate 2005
url 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
work_keys_str_mv AT arbiserariel towardstheunificationofintuitiveandformalgameconceptswithapplicationstocomputerchess
_version_ 1769175818347479040

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