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AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues

Bensch, Oliver and Bensch, Leonie and Nilsson, Tommy and Saling, Florian and Bewer, Bernd and Jentzsch, Sophie Freya and Hecking, Tobias and 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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Abstract

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.

Item URL in elib:https://elib.dlr.de/208621/
Document Type:Conference or Workshop Item (Speech)
Title:AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Bensch, OliverUNSPECIFIEDhttps://orcid.org/0000-0001-7026-5619UNSPECIFIED
Bensch, LeonieUNSPECIFIEDhttps://orcid.org/0000-0003-4736-5579UNSPECIFIED
Nilsson, TommyUNSPECIFIEDhttps://orcid.org/0000-0002-8568-0062UNSPECIFIED
Saling, FlorianUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bewer, BerndUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Jentzsch, Sophie FreyaUNSPECIFIEDhttps://orcid.org/0000-0001-6217-8814UNSPECIFIED
Hecking, TobiasUNSPECIFIEDhttps://orcid.org/0000-0003-0833-7989174024824
Kutz, J. NathanUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:17 September 2024
Journal or Publication Title:SPAICE Conference 2024
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI:10.5281/zenodo.13885650
Status:Published
Keywords:Augmented Reality, Generative Pretrained Transformers, Knowledge Graphs, AI Assistant, Procedures, Space Exploration, Human Spaceflight
Event Title:SPAICE Conference 2024
Event Location:Harwell, UK
Event Type:international Conference
Event Start Date:17 September 2024
Event End Date:19 September 2024
Organizer:European Space Agency (ESA)
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Space System Technology
DLR - Research area:Raumfahrt
DLR - Program:R SY - Space System Technology
DLR - Research theme (Project):R - AI-based assistants for the development and operation of space systems using Large, R - eXtended Reality for Lunar Exploration
Location: Braunschweig
Institutes and Institutions:Institute of Software Technology > Visual Computing and Engineering
Space Operations and Astronaut Training > Astronaut Training
Institute of Software Technology > Intelligent and Distributed Systems
Deposited By: Saling, Florian
Deposited On:18 Nov 2024 10:12
Last Modified:18 Dec 2024 13:06

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