Learning life cycle in autonomous intelligent systems

Autores
Ierache, Jorge Salvador; García Martínez, Ramón; De Giusti, Armando Eduardo
Año de publicación
2008
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
Autonomous Intelligent Systems (AIS) integrate planning, learning, and execution in a closed loop, showing an autonomous intelligent behavior. A Learning Life Cycle (LLC) for AISs is proposed. The LLC is based on three different learned operators' layers: Built-in Operators, Trained Base Operators and World Interaction Operators. The extension of the original architecture to support the new type of operators is presented. © 2008 International Federation for Information Processing.
Facultad de Informática
Materia
Ciencias Informáticas
Artificial intelligence
Information lifecycle management
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/84332
Acceder
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oai_identifier_str oai:sedici.unlp.edu.ar:10915/84332
network_acronym_str SEDICI
repository_id_str 1329
network_name_str SEDICI (UNLP)
spelling Learning life cycle in autonomous intelligent systemsIerache, Jorge SalvadorGarcía Martínez, RamónDe Giusti, Armando EduardoCiencias InformáticasArtificial intelligenceInformation lifecycle managementAutonomous Intelligent Systems (AIS) integrate planning, learning, and execution in a closed loop, showing an autonomous intelligent behavior. A Learning Life Cycle (LLC) for AISs is proposed. The LLC is based on three different learned operators' layers: Built-in Operators, Trained Base Operators and World Interaction Operators. The extension of the original architecture to support the new type of operators is presented. © 2008 International Federation for Information Processing.Facultad de Informática2008info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf451-455http://sedici.unlp.edu.ar/handle/10915/84332enginfo:eu-repo/semantics/altIdentifier/isbn/978-0-387-09695-7info:eu-repo/semantics/altIdentifier/doi/10.1007/978-0-387-09695-7_46info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-22T16:57:02Zoai:sedici.unlp.edu.ar:10915/84332Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-22 16:57:02.952SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Learning life cycle in autonomous intelligent systems
title Learning life cycle in autonomous intelligent systems
spellingShingle Learning life cycle in autonomous intelligent systems
Ierache, Jorge Salvador
Ciencias Informáticas
Artificial intelligence
Information lifecycle management
title_short Learning life cycle in autonomous intelligent systems
title_full Learning life cycle in autonomous intelligent systems
title_fullStr Learning life cycle in autonomous intelligent systems
title_full_unstemmed Learning life cycle in autonomous intelligent systems
title_sort Learning life cycle in autonomous intelligent systems
dc.creator.none.fl_str_mv Ierache, Jorge Salvador
García Martínez, Ramón
De Giusti, Armando Eduardo
author Ierache, Jorge Salvador
author_facet Ierache, Jorge Salvador
García Martínez, Ramón
De Giusti, Armando Eduardo
author_role author
author2 García Martínez, Ramón
De Giusti, Armando Eduardo
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
Artificial intelligence
Information lifecycle management
topic Ciencias Informáticas
Artificial intelligence
Information lifecycle management
dc.description.none.fl_txt_mv Autonomous Intelligent Systems (AIS) integrate planning, learning, and execution in a closed loop, showing an autonomous intelligent behavior. A Learning Life Cycle (LLC) for AISs is proposed. The LLC is based on three different learned operators' layers: Built-in Operators, Trained Base Operators and World Interaction Operators. The extension of the original architecture to support the new type of operators is presented. © 2008 International Federation for Information Processing.
Facultad de Informática
description Autonomous Intelligent Systems (AIS) integrate planning, learning, and execution in a closed loop, showing an autonomous intelligent behavior. A Learning Life Cycle (LLC) for AISs is proposed. The LLC is based on three different learned operators' layers: Built-in Operators, Trained Base Operators and World Interaction Operators. The extension of the original architecture to support the new type of operators is presented. © 2008 International Federation for Information Processing.
publishDate 2008
dc.date.none.fl_str_mv 2008
dc.type.none.fl_str_mv info:eu-repo/semantics/conferenceObject
info:eu-repo/semantics/publishedVersion
Objeto de conferencia
http://purl.org/coar/resource_type/c_5794
info:ar-repo/semantics/documentoDeConferencia
format conferenceObject
status_str publishedVersion
dc.identifier.none.fl_str_mv http://sedici.unlp.edu.ar/handle/10915/84332
url http://sedici.unlp.edu.ar/handle/10915/84332
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/isbn/978-0-387-09695-7
info:eu-repo/semantics/altIdentifier/doi/10.1007/978-0-387-09695-7_46
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
dc.format.none.fl_str_mv application/pdf
451-455
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
instname:Universidad Nacional de La Plata
instacron:UNLP
reponame_str SEDICI (UNLP)
collection SEDICI (UNLP)
instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
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score 12.982451

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