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Cognitive modeling, ecological psychology, and musical improvisation

Understanding novelty and improvisation in music requires gathering insight from a variety of disciplines. One fruitful path for synthesizing these insights is via modeling. As such, my aim in this paper is to start building a bridge between traditional cognitive models and contemporary embodied and...

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Autor principal: Ryan, Kevin J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10469856/
https://www.ncbi.nlm.nih.gov/pubmed/37661942
http://dx.doi.org/10.3389/frobt.2023.1126033
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author Ryan, Kevin J.
author_facet Ryan, Kevin J.
author_sort Ryan, Kevin J.
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description Understanding novelty and improvisation in music requires gathering insight from a variety of disciplines. One fruitful path for synthesizing these insights is via modeling. As such, my aim in this paper is to start building a bridge between traditional cognitive models and contemporary embodied and ecological approaches to cognitive science. To achieve this task, I offer a perspective on a model that would combine elements of ecological psychology (especially affordances) and the Learning Intelligent Decision Agent (LIDA) cognitive architecture. Jeff Pressing’s cognitive model of musical improvisation will also be a central link between these elements. While some overlap between these three areas already exists, there are several points of tension between them, notably concerning the nature of perception and the function of artificial general intelligence modeling. I thus aim to alleviate the most worrisome concerns here, introduce several future research questions, and conclude with several points on how my account is part of a general theory, rather than merely a redescription of existent work.
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spelling pubmed-104698562023-09-01 Cognitive modeling, ecological psychology, and musical improvisation Ryan, Kevin J. Front Robot AI Robotics and AI Understanding novelty and improvisation in music requires gathering insight from a variety of disciplines. One fruitful path for synthesizing these insights is via modeling. As such, my aim in this paper is to start building a bridge between traditional cognitive models and contemporary embodied and ecological approaches to cognitive science. To achieve this task, I offer a perspective on a model that would combine elements of ecological psychology (especially affordances) and the Learning Intelligent Decision Agent (LIDA) cognitive architecture. Jeff Pressing’s cognitive model of musical improvisation will also be a central link between these elements. While some overlap between these three areas already exists, there are several points of tension between them, notably concerning the nature of perception and the function of artificial general intelligence modeling. I thus aim to alleviate the most worrisome concerns here, introduce several future research questions, and conclude with several points on how my account is part of a general theory, rather than merely a redescription of existent work. Frontiers Media S.A. 2023-08-17 /pmc/articles/PMC10469856/ /pubmed/37661942 http://dx.doi.org/10.3389/frobt.2023.1126033 Text en Copyright © 2023 Ryan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Ryan, Kevin J.
Cognitive modeling, ecological psychology, and musical improvisation
title Cognitive modeling, ecological psychology, and musical improvisation
title_full Cognitive modeling, ecological psychology, and musical improvisation
title_fullStr Cognitive modeling, ecological psychology, and musical improvisation
title_full_unstemmed Cognitive modeling, ecological psychology, and musical improvisation
title_short Cognitive modeling, ecological psychology, and musical improvisation
title_sort cognitive modeling, ecological psychology, and musical improvisation
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10469856/
https://www.ncbi.nlm.nih.gov/pubmed/37661942
http://dx.doi.org/10.3389/frobt.2023.1126033
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