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A reinforcement learning framework for improving parking decisions in last-mile delivery

Author

Listed:
  • Muriel, Juan E.
  • Zhang, Lele
  • Fransoo, Jan C.

    (Tilburg University, School of Economics and Management)

  • Villegas, Juan G.

Abstract

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Suggested Citation

  • Muriel, Juan E. & Zhang, Lele & Fransoo, Jan C. & Villegas, Juan G., 2024. "A reinforcement learning framework for improving parking decisions in last-mile delivery," Other publications TiSEM b3811dad-50fa-486b-8255-3, Tilburg University, School of Economics and Management.
    • Handle: RePEc:tiu:tiutis:b3811dad-50fa-486b-8255-3b3f9e9f4003
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    References listed on IDEAS

    as
    1. Letnik, Tomislav & Farina, Alessandro & Mencinger, Matej & Lupi, Marino & Božičnik, Stane, 2018. "Dynamic management of loading bays for energy efficient urban freight deliveries," Energy, Elsevier, vol. 159(C), pages 916-928.
    2. Roca-Riu, Mireia & Fernández, Elena & Estrada, Miquel, 2015. "Parking slot assignment for urban distribution: Models and formulations," Omega, Elsevier, vol. 57(PB), pages 157-175.
    3. Nils Boysen & Stefan Fedtke & Stefan Schwerdfeger, 2021. "Last-mile delivery concepts: a survey from an operational research perspective," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 43(1), pages 1-58, March.
    4. Ravindra K. Ahuja & James B. Orlin, 1997. "Commentary---Developing Fitter Genetic Algorithms," INFORMS Journal on Computing, INFORMS, vol. 9(3), pages 251-253, August.
    5. Sluijk, Natasja & Florio, Alexandre M. & Kinable, Joris & Dellaert, Nico & Van Woensel, Tom, 2023. "Two-echelon vehicle routing problems: A literature review," European Journal of Operational Research, Elsevier, vol. 304(3), pages 865-886.
    6. Dalla Chiara, Giacomo & Goodchild, Anne, 2020. "Do commercial vehicles cruise for parking? Empirical evidence from Seattle," Transport Policy, Elsevier, vol. 97(C), pages 26-36.
    7. Zheng, Nan & Geroliminis, Nikolas, 2016. "Modeling and optimization of multimodal urban networks with limited parking and dynamic pricing," Transportation Research Part B: Methodological, Elsevier, vol. 83(C), pages 36-58.
    8. Antonio Martinez-Sykora & Fraser McLeod & Carlos Lamas-Fernandez & Tolga Bektaş & Tom Cherrett & Julian Allen, 2020. "Optimised solutions to the last-mile delivery problem in London using a combination of walking and driving," Annals of Operations Research, Springer, vol. 295(2), pages 645-693, December.
    9. Benjamin Rolf & Ilya Jackson & Marcel Müller & Sebastian Lang & Tobias Reggelin & Dmitry Ivanov, 2023. "A review on reinforcement learning algorithms and applications in supply chain management," International Journal of Production Research, Taylor & Francis Journals, vol. 61(20), pages 7151-7179, October.
    Full references (including those not matched with items on IDEAS)

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