Bensch, Oliver und Bensch, Leonie und Nilsson, Tommy und Saling, Florian und Bewer, Bernd und Jentzsch, Sophie Freya und Hecking, Tobias und Kutz, J. Nathan (2024) AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues. In: SPAICE Conference 2024. SPAICE Conference 2024, 2024-09-17 - 2024-09-19, Harwell, UK. doi: 10.5281/zenodo.13885650.
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Kurzfassung
This paper describes the capabilities and potential of the intelligent personal assistant (IPA) CORE (Checklist Organizer for Research and Exploration), designed to support astronauts during procedures onboard the International Space Station (ISS), the Lunar Gateway station, and beyond. We reflect on the importance of a reliable and flexible assistant capable of offline operation and highlight the usefulness of audiovisual interaction using augmented reality elements to intuitively display checklist information. We argue that current approaches to the design of IPAs in space operations fall short of meeting these criteria. Therefore, we propose CORE as an assistant that combines Knowledge Graphs (KGs), Retrieval-Augmented Generation (RAG) for a Generative Pre-Trained Transformer (GPT), and Augmented Reality (AR) elements to ensure an intuitive understanding of procedure steps, reliability, offline availability, and flexibility in terms of response style and procedure updates.
elib-URL des Eintrags: | https://elib.dlr.de/208621/ | ||||||||||||||||||||||||||||||||||||
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Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||||||||||||||||||||||
Titel: | AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues | ||||||||||||||||||||||||||||||||||||
Autoren: |
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Datum: | 17 September 2024 | ||||||||||||||||||||||||||||||||||||
Erschienen in: | SPAICE Conference 2024 | ||||||||||||||||||||||||||||||||||||
Referierte Publikation: | Nein | ||||||||||||||||||||||||||||||||||||
Open Access: | Ja | ||||||||||||||||||||||||||||||||||||
Gold Open Access: | Nein | ||||||||||||||||||||||||||||||||||||
In SCOPUS: | Nein | ||||||||||||||||||||||||||||||||||||
In ISI Web of Science: | Nein | ||||||||||||||||||||||||||||||||||||
DOI: | 10.5281/zenodo.13885650 | ||||||||||||||||||||||||||||||||||||
Status: | veröffentlicht | ||||||||||||||||||||||||||||||||||||
Stichwörter: | Augmented Reality, Generative Pretrained Transformers, Knowledge Graphs, AI Assistant, Procedures, Space Exploration, Human Spaceflight | ||||||||||||||||||||||||||||||||||||
Veranstaltungstitel: | SPAICE Conference 2024 | ||||||||||||||||||||||||||||||||||||
Veranstaltungsort: | Harwell, UK | ||||||||||||||||||||||||||||||||||||
Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||||||||||||||||||
Veranstaltungsbeginn: | 17 September 2024 | ||||||||||||||||||||||||||||||||||||
Veranstaltungsende: | 19 September 2024 | ||||||||||||||||||||||||||||||||||||
Veranstalter : | European Space Agency (ESA) | ||||||||||||||||||||||||||||||||||||
HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||||||||||||||||||
HGF - Programm: | Raumfahrt | ||||||||||||||||||||||||||||||||||||
HGF - Programmthema: | Technik für Raumfahrtsysteme | ||||||||||||||||||||||||||||||||||||
DLR - Schwerpunkt: | Raumfahrt | ||||||||||||||||||||||||||||||||||||
DLR - Forschungsgebiet: | R SY - Technik für Raumfahrtsysteme | ||||||||||||||||||||||||||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | R - KI-basierte Assistenten für die Entwicklung und Operation von Raumfahrsystemen mittels Large, R - eXtended Reality for Lunar Exploration | ||||||||||||||||||||||||||||||||||||
Standort: | Braunschweig | ||||||||||||||||||||||||||||||||||||
Institute & Einrichtungen: | Institut für Softwaretechnologie > Visual Computing and Engineering Raumflugbetrieb und Astronautentraining > Astronautentraining Institut für Softwaretechnologie > Intelligente und verteilte Systeme | ||||||||||||||||||||||||||||||||||||
Hinterlegt von: | Saling, Florian | ||||||||||||||||||||||||||||||||||||
Hinterlegt am: | 18 Nov 2024 10:12 | ||||||||||||||||||||||||||||||||||||
Letzte Änderung: | 18 Dez 2024 13:06 |
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