Search Results for author: Julian Senoner

Found 2 papers, 1 papers with code

Unlocking Carbon Reduction Potential with Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem

no code implementations22 Jul 2023 Stefan Schoepf, Stephen Mak, Julian Senoner, Liming Xu, Netland Torbjörn, Alexandra Brintrup

Our model not only represents a promising first step towards large-scale logistics optimisation with reinforcement learning but also lays the foundation for this research stream.

reinforcement-learning

Addressing distributional shifts in operations management: The case of order fulfillment in customized production

1 code implementation24 Apr 2023 Julian Senoner, Bernhard Kratzwald, Milan Kuzmanovic, Torbjørn H. Netland, Stefan Feuerriegel

We empirically validate our proposed approach using real-world data from a job shop production that supplies large metal components to an oil platform construction yard.

Decision Making Job Shop Scheduling +2

Cannot find the paper you are looking for? You can Submit a new open access paper.