About: The Creativity Mechanisms in Embodied Agents: An Explanatory Model

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In his recent writings, David Deutsch has argued that no progress in AGI is possible unless a breakthrough in philosophy will occur - a new epistemological theory explaining how brains create explanatory knowledge will be found. The purpose of the present paper is to present first ideas leading to such a theory within the framework of a high-level model of an embodied cognitive agent. In order to support creativity an agent must have the ability to draw and understand analogies which may be used in its otherwise standard reasoning processes in place of facts that served as the basis of the analogy. The use of analogies may then lead to the derivation of new explanatory knowledge in form of conjectures that can further become a subject of criticism, testing and adjustment or rejection. In the respective creative processes embodiment plays an indispensable role. We show that the existing model of an embodied cognitive agent designed recently by the author can serve as an explanatory model elucidating the mechanisms of creativity. Technically, the process of drawing analogies and their use in derivations of explanations can be seen as a means of mining new knowledge originally rooted in the environment. This can boost the computational power of cognitive systems above that of the classical Turing systems. In his recent writings, David Deutsch has argued that no progress in AGI is possible unless a breakthrough in philosophy will occur - a new epistemological theory explaining how brains create explanatory knowledge will be found. The purpose of the present paper is to present first ideas leading to such a theory within the framework of a high-level model of an embodied cognitive agent. In order to support creativity an agent must have the ability to draw and understand analogies which may be used in its otherwise standard reasoning processes in place of facts that served as the basis of the analogy. The use of analogies may then lead to the derivation of new explanatory knowledge in form of conjectures that can further become a subject of criticism, testing and adjustment or rejection. In the respective creative processes embodiment plays an indispensable role. We show that the existing model of an embodied cognitive agent designed recently by the author can serve as an explanatory model elucidating the mechanisms of creativity. Technically, the process of drawing analogies and their use in derivations of explanations can be seen as a means of mining new knowledge originally rooted in the environment. This can boost the computational power of cognitive systems above that of the classical Turing systems. (en)
Title	The Creativity Mechanisms in Embodied Agents: An Explanatory Model The Creativity Mechanisms in Embodied Agents: An Explanatory Model (en)
skos:prefLabel	The Creativity Mechanisms in Embodied Agents: An Explanatory Model The Creativity Mechanisms in Embodied Agents: An Explanatory Model (en)
skos:notation	RIV/67985807:_____/13:00391957!RIV14-GA0-67985807
http://linked.open...avai/riv/aktivita	I P
http://linked.open...avai/riv/aktivity	I, P(GAP202/10/1333)
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Wiedermann, Jiří
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav informatiky AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	67269
http://linked.open...ai/riv/idVysledku	RIV/67985807:_____/13:00391957
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	creativity; embodied agents; model; analogy (en)
http://linked.open.../riv/klicoveSlovo	embodied agents creativity model analogy
http://linked.open...ontrolniKodProRIV	[264AD692CC13]
http://linked.open...v/mistoKonaniAkce	Singapore
http://linked.open...i/riv/mistoVydani	Piscataway
http://linked.open...i/riv/nazevZdroje	Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI)
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	NoSCoM: Non-Standard Computational Models and Their Applications in Complexity, Linguistics, and Learning
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Wiedermann, Jiří
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000325728700006
http://linked.open.../riv/zahajeniAkce	2013-04-16 (xsd:date)
number of pages	7 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/CIHLI.2013.6613263
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4673-5923-8

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