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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| Format: | Online |
| Language: | German |
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KIT Scientific Publishing
2022
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| Online Access: | ONIX_20221205_9783731512196_10 |
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| _version_ | 1869519099839643648 |
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| author | Kuwertz, Achim Christian |
| author_browse | Kuwertz, Achim Christian |
| author_facet | Kuwertz, Achim Christian |
| author_sort | Kuwertz, Achim Christian |
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-94460 |
| institution | Directory of Open Access Books |
| language | ger |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-944602025-08-13T13:41:52Z Adaptive Umweltmodellierung für kognitive Systeme in offener Welt durch dynamische Konzepte und quantitative Modellbewertung Kuwertz, Achim Christian Umweltmodellierung quantitative Modellbewertung probabilistische Informationsverarbeitung Konzeptlernen kognitive Systeme world modeling quantitative model evaluation concept learning probabilistic information processing cognitive systems thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists 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. 2022-12-06T04:01:58Z 2022-12-06T04:01:58Z 2022-12-05T15:40:40Z 2022 book ONIX_20221205_9783731512196_10 1863-6489 https://library.oapen.org/handle/20.500.12657/59837 9783731512196 https://directory.doabooks.org/handle/20.500.12854/94460 ger Karlsruher Schriften zur Anthropomatik open access image/jpeg image/jpeg image/jpeg n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/59837/1/9783731512196.pdf https://library.oapen.org/bitstream/20.500.12657/59837/1/9783731512196.pdf https://library.oapen.org/bitstream/20.500.12657/59837/1/9783731512196.pdf KIT Scientific Publishing KIT Scientific Publishing 10.5445/KSP/1000148667 10.5445/KSP/1000148667 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731512196 AG Universitätsverlage KIT Scientific Publishing 440 Karlsruhe open access |
| spellingShingle | Umweltmodellierung quantitative Modellbewertung probabilistische Informationsverarbeitung Konzeptlernen kognitive Systeme world modeling quantitative model evaluation concept learning probabilistic information processing cognitive systems thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists Kuwertz, Achim Christian Adaptive Umweltmodellierung für kognitive Systeme in offener Welt durch dynamische Konzepte und quantitative Modellbewertung |
| title | Adaptive Umweltmodellierung für kognitive Systeme in offener Welt durch dynamische Konzepte und quantitative Modellbewertung |
| title_full | Adaptive Umweltmodellierung für kognitive Systeme in offener Welt durch dynamische Konzepte und quantitative Modellbewertung |
| title_fullStr | Adaptive Umweltmodellierung für kognitive Systeme in offener Welt durch dynamische Konzepte und quantitative Modellbewertung |
| title_full_unstemmed | Adaptive Umweltmodellierung für kognitive Systeme in offener Welt durch dynamische Konzepte und quantitative Modellbewertung |
| title_short | Adaptive Umweltmodellierung für kognitive Systeme in offener Welt durch dynamische Konzepte und quantitative Modellbewertung |
| title_sort | adaptive umweltmodellierung fur kognitive systeme in offener welt durch dynamische konzepte und quantitative modellbewertung |
| topic | Umweltmodellierung quantitative Modellbewertung probabilistische Informationsverarbeitung Konzeptlernen kognitive Systeme world modeling quantitative model evaluation concept learning probabilistic information processing cognitive systems thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists |
| topic_facet | Umweltmodellierung quantitative Modellbewertung probabilistische Informationsverarbeitung Konzeptlernen kognitive Systeme world modeling quantitative model evaluation concept learning probabilistic information processing cognitive systems thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists |
| url | ONIX_20221205_9783731512196_10 |
| work_keys_str_mv | AT kuwertzachimchristian adaptiveumweltmodellierungfurkognitivesystemeinoffenerweltdurchdynamischekonzepteundquantitativemodellbewertung |