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Deineko, Elija and Jungnickel, Paul (2023) Neural Combinatorial Optimization in Transport Logistics: Solving Freight Transport Planning Problems using Deep Learning. 2nd International Symposium on Multi-Agent Freight Transport Simulation (FreighTSim), 2023-09-12 - 2023-09-13, Berlin.
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| Item URL in elib: | https://elib.dlr.de/198211/ | ||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||
| Title: | Neural Combinatorial Optimization in Transport Logistics: Solving Freight Transport Planning Problems using Deep Learning | ||||||||||||
| Authors: |
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| Date: | 2023 | ||||||||||||
| Refereed publication: | Yes | ||||||||||||
| Open Access: | No | ||||||||||||
| Gold Open Access: | No | ||||||||||||
| In SCOPUS: | No | ||||||||||||
| In ISI Web of Science: | No | ||||||||||||
| Status: | Accepted | ||||||||||||
| Keywords: | Reinforcement Learning, Neural Combinatorial Optimization, Multi-Agent Simulation, Approximate Dynamic Programming, Vehicle Routing Problem, Freight Transport Planning, Transport Logistics | ||||||||||||
| Event Title: | 2nd International Symposium on Multi-Agent Freight Transport Simulation (FreighTSim) | ||||||||||||
| Event Location: | Berlin | ||||||||||||
| Event Type: | international Conference | ||||||||||||
| Event Start Date: | 12 September 2023 | ||||||||||||
| Event End Date: | 13 September 2023 | ||||||||||||
| Organizer: | DLR Institut für Verkehrsforschung | ||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||
| HGF - Program: | Transport | ||||||||||||
| HGF - Program Themes: | Transport System | ||||||||||||
| DLR - Research area: | Transport | ||||||||||||
| DLR - Program: | V VS - Verkehrssystem | ||||||||||||
| DLR - Research theme (Project): | V - DATAMOST - Daten & Modelle zur Mobilitätstransform (old), V - VMo4Orte - Vernetzte Mobilität für lebenswerte Orte | ||||||||||||
| Location: | Berlin-Adlershof | ||||||||||||
| Institutes and Institutions: | Institute of Transport Research > Transport Markets and Mobility Services | ||||||||||||
| Deposited By: | Deineko, Elija | ||||||||||||
| Deposited On: | 04 Dec 2023 11:11 | ||||||||||||
| Last Modified: | 02 Dec 2025 13:34 |
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