Swissport. Advanced human-AI integration in employee dispatching at Zurich Airport using human feedback induced deep reinforcement learning
| dc.contributor | Renold, Manuel | |
| dc.contributor | Vollenweider, Janik | |
| dc.contributor | Huber, Marius | |
| dc.contributor | Carmignani, Oliver | |
| dc.date.accessioned | 2025-05-05T07:21:20Z | |
| dc.description.abstract | Swissport and ZHAW are collaborating on a new, tailored Deep Reinforcement Learning method with human feedback to enhance resource-efficient dispatching and operational delay reduction. A co-learning approach between the human and AI expert system increases operational awareness and trustworthiness. | |
| dc.identifier.uri | https://irf.fhnw.ch/handle/11654/51070 | |
| dc.subject | Deep Reinforcement Learning | |
| dc.subject | Human-AI Teaming | |
| dc.subject | Aircraft Ground Handling | |
| dc.subject | Dispatching | |
| dc.subject.ddc | 000 - Allgemeines, Wissenschaft | |
| dc.subject.ddc | 620 - Ingenieurwissenschaften und Maschinenbau | |
| dc.subject.ddc | 658 - General Management | |
| dc.title | Swissport. Advanced human-AI integration in employee dispatching at Zurich Airport using human feedback induced deep reinforcement learning | |
| dc.type | 00 - Projekt | de_CH |
| dspace.entity.type | Project | |
| fhnw.InventedHere | Yes | |
| fhnw.Project.Contact | Vollenweider, Janik | |
| fhnw.Project.End | 2026-10-31 | |
| fhnw.Project.Finance | Innosuisse | |
| fhnw.Project.Manager | Renold, Manuel | |
| fhnw.Project.Manager | Vollenweider, Janik | |
| fhnw.Project.Manager | Berner, Roman | |
| fhnw.Project.Partners | Swissport | |
| fhnw.Project.Start | 2023-11-01 | |
| fhnw.Project.State | laufend | |
| fhnw.Project.Type | angewandte Forschung | |
| fhnw.affiliation.hochschule | Hochschule für Wirtschaft FHNW | de_CH |
| fhnw.affiliation.institut | Institut für Wirtschaftsinformatik | |
| fhnw.strategicActionField | New Work | |
| relation.isContributorOfProject | ed9a1426-1517-4c59-9875-9828a138d047 | |
| relation.isContributorOfProject | 0737b19e-19d9-425a-8244-95a6215b3cfd | |
| relation.isContributorOfProject | a8d4ed63-9789-4c43-b4f5-5ba8b7daa230 | |
| relation.isContributorOfProject | f13d3484-0751-42b3-ad34-8f9879d7ef9d | |
| relation.isContributorOfProject.latestForDiscovery | ed9a1426-1517-4c59-9875-9828a138d047 | |
| relation.isProjectContactOfProject | 0737b19e-19d9-425a-8244-95a6215b3cfd | |
| relation.isProjectContactOfProject.latestForDiscovery | 0737b19e-19d9-425a-8244-95a6215b3cfd | |
| relation.isProjectManagerOfProject | 948d012f-7f9f-47a7-a054-1ada2f7229f2 | |
| relation.isProjectManagerOfProject | 0737b19e-19d9-425a-8244-95a6215b3cfd | |
| relation.isProjectManagerOfProject.latestForDiscovery | 948d012f-7f9f-47a7-a054-1ada2f7229f2 |
Dateien
Lizenzbündel
1 - 1 von 1
Lade...
- Name:
- license.txt
- Größe:
- 2.66 KB
- Format:
- Item-specific license agreed upon to submission
- Beschreibung: