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

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...

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Bibliographic Details
Main Author: Kuwertz, Achim Christian (auth)
Format: Electronic Book Chapter
Published: Karlsruhe KIT Scientific Publishing 2022
Series:Karlsruher Schriften zur Anthropomatik 57
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Summary: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.
Physical Description:1 electronic resource (440 p.)
ISBN:KSP/1000148667
9783731512196
Access:Open Access