Learning life cycle in autonomous intelligent systems

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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 Operat...

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Detalles Bibliográficos
Autores principales:	Ierache, Jorge Salvador, García Martínez, Ramón, De Giusti, Armando Eduardo
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2008
Materias:	Ciencias Informáticas Artificial intelligence Information lifecycle management
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/84332
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-84332
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas Artificial intelligence Information lifecycle management
spellingShingle	Ciencias Informáticas Artificial intelligence Information lifecycle management Ierache, Jorge Salvador García Martínez, Ramón De Giusti, Armando Eduardo Learning life cycle in autonomous intelligent systems
topic_facet	Ciencias Informáticas Artificial intelligence Information lifecycle management
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.
format	Objeto de conferencia Objeto de conferencia
author	Ierache, Jorge Salvador García Martínez, Ramón De Giusti, Armando Eduardo
author_facet	Ierache, Jorge Salvador García Martínez, Ramón De Giusti, Armando Eduardo
author_sort	Ierache, Jorge Salvador
title	Learning life cycle in autonomous intelligent systems
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
publishDate	2008
url	http://sedici.unlp.edu.ar/handle/10915/84332
work_keys_str_mv	AT ierachejorgesalvador learninglifecycleinautonomousintelligentsystems AT garciamartinezramon learninglifecycleinautonomousintelligentsystems AT degiustiarmandoeduardo learninglifecycleinautonomousintelligentsystems
bdutipo_str	Repositorios
_version_	1764820488610119681

Learning life cycle in autonomous intelligent systems

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