Publications
| 2024 |
Every Man is an Island: Reminder Timing for Heterogeneous Mobile Users
Bertani N, Gijsbrechts J, Godinho de Matos M, Wagner L
Working paper at Católica Lisbon School of Business & Economics
| 2024 |
Speeding up Policy Simulation in Supply Chain RL
Farias V, Gijsbrechts J, Khojandi A, Peng T, Zheng A
Working paper at the MIT
| 2024 |
Where Did the Demand Go? Teaching Demand Censoring with the Newsvendor Challenge.
Gijsbrechts J, Van Staden HE
INFORMS Transactions on Education
| 2023 |
Optimal Robust Inventory Management with Volume Flexibility: Matching Capacity and Demand with the Lookahead Peak-Shaving Policy
Gijsbrechts J, Imdahl C, Boute RN, Van Mieghem J
Production and Operations Management 32(11):3357--3373 (2023)
| 2022 |
Deep reinforcement learning for inventory control: A roadmap
Boute RN, Gijsbrechts J,van Jaarsveld W, Vanvuchelen N
European Journal of Operational Research 298(2) 401-412
| 2022 |
Can Deep Reinforcement Learning Improve Inventory Management? Performance on Dual Sourcing, Lost Sales and Multi-Echelon Problems
Gijsbrechts J, Boute RN, Van Mieghem JA, Zhang DJ
Manufacturing & Services Operations Management 24(3) 1261--1885
| 2022 |
Volume Flexibility at Responsive Suppliers in Reshoring Decisions: Analysis of a Dual Sourcing Inventory Model
Gijsbrechts J, Boute RN, Disney SM, Van Mieghem JA
Production and Operations Management
| 2021 |
Synchromodal Planning under Stochastic Travel Times
Yee H, Boute RN, Gijsbrechts J
Computers in Industry (125) 103367
| 2021 |
A reward shaping approach to improve the applicability of deep reinforcement learning to inventory management
De Moor B, Boute RN, Gijsbrechts J
European Journal of Operational Research 301(2) 535--545
| 2021 |
Dual Sourcing and Smoothing under Non-Stationary Demand Time Series: Re-shoring with SpeedFactories
Boute RN, Disney SM, Gijsbrechts J, Van Mieghem JA
Management Science 68(2):1039-1057
| 2020 |