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 | |
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