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Roth, Manuel M. H. and Hegde, Anupama Ramesh and Delamotte, Thomas and Knopp, Andreas (2024) Shaping Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks. In: Proceedings of SPAICE2024: The First Joint European Space Agency / IAA Conference on AI in and for Space, 2024., pp. 100-104. Zenodo. SPAICE2024: The First Joint European Space Agency / IAA Conference on AI in and for Space, 2024-09-17 - 2024-09-19, Harwell, Großbritannien. doi: 10.5281/zenodo.13889940.
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Official URL: https://zenodo.org/records/13889941
| Item URL in elib: | https://elib.dlr.de/209819/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
| Title: | Shaping Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks | ||||||||||||||||||||
| Authors: |
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| Date: | 2024 | ||||||||||||||||||||
| Journal or Publication Title: | Proceedings of SPAICE2024: The First Joint European Space Agency / IAA Conference on AI in and for Space, 2024. | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| DOI: | 10.5281/zenodo.13889940 | ||||||||||||||||||||
| Page Range: | pp. 100-104 | ||||||||||||||||||||
| Editors: |
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| Publisher: | Zenodo | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | satellite networks, reinforcement learning, routing, multi-agent | ||||||||||||||||||||
| Event Title: | SPAICE2024: The First Joint European Space Agency / IAA Conference on AI in and for Space | ||||||||||||||||||||
| Event Location: | Harwell, Großbritannien | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Start Date: | 17 September 2024 | ||||||||||||||||||||
| Event End Date: | 19 September 2024 | ||||||||||||||||||||
| Organizer: | ESA European Centre for Space Applications and Telecommunications (ECSAT) | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||
| HGF - Program Themes: | Communication, Navigation, Quantum Technology | ||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||
| DLR - Program: | R KNQ - Communication, Navigation, Quantum Technology | ||||||||||||||||||||
| DLR - Research theme (Project): | R - Global Connectivity for People and Machines | ||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Communication and Navigation > Satellite Networks | ||||||||||||||||||||
| Deposited By: | Roth, Manuel | ||||||||||||||||||||
| Deposited On: | 02 Dec 2024 08:24 | ||||||||||||||||||||
| Last Modified: | 02 Dec 2024 08:24 |
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