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
Format: eBook
Language:German
Published: Karlsruhe KIT Scientific Publishing 2022
Series:Karlsruher Schriften zur Anthropomatik
Subjects:
Online Access:Open Access: DOAB: description of the publication
Open Access: DOAB, download the publication
Description
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 online resource (440 p.)
ISBN:9783731512196
KSP/1000148667
Access:Open Access