Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST

Detalhes bibliográficos
Autor(a) principal: Marques, Aúreo
Data de Publicação: 2022
Outros Autores: Coletta, Luiz [UNESP], Silva, Anderson, Paraense, André, Berto, Letícia, Costa, Paula, Colombini, Esther, Simões, Alexandre [UNESP], Gudwin, Ricardo
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.procs.2022.11.101
http://hdl.handle.net/11449/248174
Resumo: In this work we address the use of visualization tools for developing intelligent agents built with Cognitive Architectures (CAs). Unfortunately, there are just a few discussions about this issue in the CAs literature. We start by bringing a summary on how this topic is currently being addressed within the community and further introduce our efforts in building visualization tools for both debugging and aiding the understanding of the inner mechanisms of a CA. For this, we propose the MindViewer, a visualization tool for monitoring and debugging CAs constructed with CST, the Cognitive Systems Toolkit. MindViewer encompasses a variety of charts that are used to monitor the inner details of the agents' mind. Its Web version allows inspect even complex data structures and customize their generated graphics. We exemplify their capabilities through a experimental application based on a robot simulation inspired in Iowa Gambling Task.
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spelling Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CSTCognitive Architectures DevelopmentDebuggingMind ViewersVisualization ToolsIn this work we address the use of visualization tools for developing intelligent agents built with Cognitive Architectures (CAs). Unfortunately, there are just a few discussions about this issue in the CAs literature. We start by bringing a summary on how this topic is currently being addressed within the community and further introduce our efforts in building visualization tools for both debugging and aiding the understanding of the inner mechanisms of a CA. For this, we propose the MindViewer, a visualization tool for monitoring and debugging CAs constructed with CST, the Cognitive Systems Toolkit. MindViewer encompasses a variety of charts that are used to monitor the inner details of the agents' mind. Its Web version allows inspect even complex data structures and customize their generated graphics. We exemplify their capabilities through a experimental application based on a robot simulation inspired in Iowa Gambling Task.University of Campinas (UNICAMP) School of Electrical and Computer Engineering (FEEC)University of Campinas (UNICAMP) Institute of Computing (IC), SPSaõ Paulo State University (Unesp) Institute of Science and Technology (ICT), Campus Sorocaba SPSaõ Paulo State University (Unesp) School of Sciences and Engineering (FCE), Campus Tupã SPSaõ Paulo State University (Unesp) Institute of Science and Technology (ICT), Campus Sorocaba SPSaõ Paulo State University (Unesp) School of Sciences and Engineering (FCE), Campus Tupã SPUniversidade Estadual de Campinas (UNICAMP)Universidade Estadual Paulista (UNESP)Marques, AúreoColetta, Luiz [UNESP]Silva, AndersonParaense, AndréBerto, LetíciaCosta, PaulaColombini, EstherSimões, Alexandre [UNESP]Gudwin, Ricardo2023-07-29T13:36:35Z2023-07-29T13:36:35Z2022-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject528-535http://dx.doi.org/10.1016/j.procs.2022.11.101Procedia Computer Science, v. 213, n. C, p. 528-535, 2022.1877-0509http://hdl.handle.net/11449/24817410.1016/j.procs.2022.11.1012-s2.0-85146114308Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengProcedia Computer Scienceinfo:eu-repo/semantics/openAccess2024-06-10T14:49:41Zoai:repositorio.unesp.br:11449/248174Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T15:46:40.091985Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST
title Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST
spellingShingle Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST
Marques, Aúreo
Cognitive Architectures Development
Debugging
Mind Viewers
Visualization Tools
title_short Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST
title_full Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST
title_fullStr Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST
title_full_unstemmed Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST
title_sort Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST
author Marques, Aúreo
author_facet Marques, Aúreo
Coletta, Luiz [UNESP]
Silva, Anderson
Paraense, André
Berto, Letícia
Costa, Paula
Colombini, Esther
Simões, Alexandre [UNESP]
Gudwin, Ricardo
author_role author
author2 Coletta, Luiz [UNESP]
Silva, Anderson
Paraense, André
Berto, Letícia
Costa, Paula
Colombini, Esther
Simões, Alexandre [UNESP]
Gudwin, Ricardo
author2_role author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual de Campinas (UNICAMP)
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Marques, Aúreo
Coletta, Luiz [UNESP]
Silva, Anderson
Paraense, André
Berto, Letícia
Costa, Paula
Colombini, Esther
Simões, Alexandre [UNESP]
Gudwin, Ricardo
dc.subject.por.fl_str_mv Cognitive Architectures Development
Debugging
Mind Viewers
Visualization Tools
topic Cognitive Architectures Development
Debugging
Mind Viewers
Visualization Tools
description In this work we address the use of visualization tools for developing intelligent agents built with Cognitive Architectures (CAs). Unfortunately, there are just a few discussions about this issue in the CAs literature. We start by bringing a summary on how this topic is currently being addressed within the community and further introduce our efforts in building visualization tools for both debugging and aiding the understanding of the inner mechanisms of a CA. For this, we propose the MindViewer, a visualization tool for monitoring and debugging CAs constructed with CST, the Cognitive Systems Toolkit. MindViewer encompasses a variety of charts that are used to monitor the inner details of the agents' mind. Its Web version allows inspect even complex data structures and customize their generated graphics. We exemplify their capabilities through a experimental application based on a robot simulation inspired in Iowa Gambling Task.
publishDate 2022
dc.date.none.fl_str_mv 2022-01-01
2023-07-29T13:36:35Z
2023-07-29T13:36:35Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.procs.2022.11.101
Procedia Computer Science, v. 213, n. C, p. 528-535, 2022.
1877-0509
http://hdl.handle.net/11449/248174
10.1016/j.procs.2022.11.101
2-s2.0-85146114308
url http://dx.doi.org/10.1016/j.procs.2022.11.101
http://hdl.handle.net/11449/248174
identifier_str_mv Procedia Computer Science, v. 213, n. C, p. 528-535, 2022.
1877-0509
10.1016/j.procs.2022.11.101
2-s2.0-85146114308
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Procedia Computer Science
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 528-535
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1808128560739647488

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