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Published in: ATZ worldwide 12/2022

01-12-2022 | Research

Integration of Knowledge into Machine Learning Systems for Autonomous Driving

Authors: Antje Loyal, Ben Wulff, Dominik Grundt, Gerhard Schunk

Published in: ATZ worldwide | Issue 12/2022

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Excerpt

Artificial Intelligence (AI) is deemed the key technology for the development of autonomous driving functions. To ensure safety they must be comprehensively trained, validated and verified. Massive amounts of data are required to achieve this, but the acquisition or generation of these amounts of data is costly and time consuming. In "KI Wissen" (AI knowledge), a project procured by the "VDA-Leitinitiative" (flagship initiative), experts from industry and science are working toward an ecosystem for the integration of knowledge in machine learning systems, with the aim of reducing cost and improving functional performance. …

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Metadata
Title
Integration of Knowledge into Machine Learning Systems for Autonomous Driving
Authors
Antje Loyal
Ben Wulff
Dominik Grundt
Gerhard Schunk
Publication date
01-12-2022
Publisher
Springer Fachmedien Wiesbaden
Published in
ATZ worldwide / Issue 12/2022
Electronic ISSN: 2192-9076
DOI
https://doi.org/10.1007/s38311-022-1406-6

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