Learning life cycle in autonomous intelligent systems

Título:

Learning life cycle in autonomous intelligent systems

Autor:

Ierache, Jorge Salvador

Colaboradores:

; García Martinez, Ramón; ; De Giusti, Armando Eduardo

Temas:

SISTEMAS INTELIGENTESCICLO DE VIDA

En:

Artificial Intelligence in Theory and Practice II IFIP: 20ª World Computer Congress, TC 12: IFIP AI 2008 Stream, Sep. 7-10, 2008, Milano, Italy. (The International Federation for Information Processing 276), pp. 451-455.

Resumen:

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.

URL/DOI:

http://dx.doi.org/10.1007/978-0-387-09695-7_46

Medio:

Soporte electrónico

Tipo de documento:

Artículo

Descripción física:

1 archivo (281,7 kB)

Idioma:

Inglés

Publicación:

Springer, 2008

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