Search Results for author: Julian Senoner

Found 2 papers, 1 papers with code

Using 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

We develop a reinforcement learning model to solve the three-dimensional loading capacitated vehicle routing problem in approximately linear time.

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

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