Visualization Tools for Monitoring and Debugging a Cognitive Architecture using CST

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dc.contributor.authorMarques, Aúreo
dc.contributor.authorColetta, Luiz [UNESP]
dc.contributor.authorSilva, Anderson
dc.contributor.authorParaense, André
dc.contributor.authorBerto, Letícia
dc.contributor.authorCosta, Paula
dc.contributor.authorColombini, Esther
dc.contributor.authorSimões, Alexandre [UNESP]
dc.contributor.authorGudwin, Ricardo
dc.contributor.institutionUniversidade Estadual de Campinas (UNICAMP)
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.date.accessioned2023-07-29T13:36:35Z
dc.date.available2023-07-29T13:36:35Z
dc.date.issued2022-01-01
dc.description.abstractIn 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.en
dc.description.affiliationUniversity of Campinas (UNICAMP) School of Electrical and Computer Engineering (FEEC)
dc.description.affiliationUniversity of Campinas (UNICAMP) Institute of Computing (IC), SP
dc.description.affiliationSaõ Paulo State University (Unesp) Institute of Science and Technology (ICT), Campus Sorocaba SP
dc.description.affiliationSaõ Paulo State University (Unesp) School of Sciences and Engineering (FCE), Campus Tupã SP
dc.description.affiliationUnespSaõ Paulo State University (Unesp) Institute of Science and Technology (ICT), Campus Sorocaba SP
dc.description.affiliationUnespSaõ Paulo State University (Unesp) School of Sciences and Engineering (FCE), Campus Tupã SP
dc.format.extent528-535
dc.identifierhttp://dx.doi.org/10.1016/j.procs.2022.11.101
dc.identifier.citationProcedia Computer Science, v. 213, n. C, p. 528-535, 2022.
dc.identifier.doi10.1016/j.procs.2022.11.101
dc.identifier.issn1877-0509
dc.identifier.scopus2-s2.0-85146114308
dc.identifier.urihttp://hdl.handle.net/11449/248174
dc.language.isoeng
dc.relation.ispartofProcedia Computer Science
dc.sourceScopus
dc.subjectCognitive Architectures Development
dc.subjectDebugging
dc.subjectMind Viewers
dc.subjectVisualization Tools
dc.titleVisualization Tools for Monitoring and Debugging a Cognitive Architecture using CSTen
dc.typeTrabalho apresentado em evento

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