Learning life cycle in autonomous intelligent systems

By: Contributor(s): Material type: ArticleArticleDescription: 1 archivo (281,7 kB)Subject(s): Online resources: Summary: 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.
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Formato de archivo: PDF. -- Este documento es producción intelectual de la Facultad de Informática - UNLP (Colección BIPA/Biblioteca)

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.

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.