Adaptive Umweltmodellierung für kognitive Systeme in offener Welt durch dynamische Konzepte und quantitative Modellbewertung

• Autore: Kuwertz Achim Christian
• Pubblicazione: Karlsruhe, : KIT Scientific Publishing, 2022
• Descrizione fisica: 1 electronic resource (440 p.)
• Soggetto topico: Maths for computer scientists
• Soggetto non controllato: Umweltmodellierung; quantitative Modellbewertung; probabilistische Informationsverarbeitung; Konzeptlernen; kognitive Systeme; world modeling; quantitative model evaluation; concept learning; probabilistic information processing; cognitive systems
• Sommario/riassunto: In this work, an approach for adaptive world modeling is proposed. World models for cognitive systems often employ predefined domain models, which may become insufficient when encountering unforeseen entities. The presented approach addresses an adaptive extension of such domain models, considering the relevance of proposed model adaptations. As a basis, a quantitative model evaluation is devised, rating the ability of a domain model to represent the currently observed environment state.
• Titolo autorizzato: Adaptive Umweltmodellierung für kognitive Systeme in offener Welt durch dynamische Konzepte und quantitative Modellbewertung
• ISBN: 1000148667
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Tedesco
• Record Nr.: 9910634082203321
• Lo trovi qui: Univ. Federico II