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Joren Gijsbrechts
Joren Gijsbrechts
Assistant Professor, Esade, Ramon Llull University
Geverifieerd e-mailadres voor esade.edu
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Can deep reinforcement learning improve inventory management? performance on lost sales, dual-sourcing, and multi-echelon problems
J Gijsbrechts, RN Boute, JA Van Mieghem, DJ Zhang
Manufacturing & Service Operations Management 24 (3), 1349-1368, 2022
173*2022
Deep reinforcement learning for inventory control: A roadmap
RN Boute, J Gijsbrechts, W Van Jaarsveld, N Vanvuchelen
European Journal of Operational Research 298 (2), 401-412, 2022
1152022
Use of proximal policy optimization for the joint replenishment problem
N Vanvuchelen, J Gijsbrechts, R Boute
Computers in Industry 119, 103239, 2020
932020
Dual sourcing and smoothing under nonstationary demand time series: Reshoring with SpeedFactories
RN Boute, SM Disney, J Gijsbrechts, JA Van Mieghem
Management Science 68 (2), 1039-1057, 2022
572022
Synchromodality in the Physical Internet–dual sourcing and real-time switching between transport modes
N Lemmens, J Gijsbrechts, R Boute
European Transport Research Review 11, 1-10, 2019
502019
Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management
BJ De Moor, J Gijsbrechts, RN Boute
European Journal of Operational Research 301 (2), 535-545, 2022
492022
Synchromodal transportation planning using travel time information
H Yee, J Gijsbrechts, R Boute
Computers in Industry 125, 103367, 2021
352021
Digital lean operations: Smart automation and artificial intelligence in financial services
RN Boute, J Gijsbrechts, JA Van Mieghem
Innovative Technology at the Interface of Finance and Operations: Volume I …, 2022
172022
Collaborative shipping: logistics in the sharing economy
J Beliën, R Boute, S Creemers, P De Bruecker, J Gijsbrechts, ...
ORMS Today 44 (2), 20-23, 2017
172017
Volume flexibility at responsive suppliers in reshoring decisions: Analysis of a dual sourcing inventory model
J Gijsbrechts, RN Boute, SM Disney, JA Van Mieghem
Production and Operations Management, 2022
10*2022
Reward shaping to improve the performance of deep reinforcement learning in inventory management
BJ De Moor, J Gijsbrechts, RN Boute
Available at SSRN, 2021
62021
Synchromodality in the physical internet: real-time switching in a multimodal network with stochastic transit times
H Yee, J Gijsbrechts, R Boute
IPIC 2019 Conference Papers and Posters Contributions Organized Per Sessions …, 2019
22019
Optimal robust inventory management with volume flexibility: Matching capacity and demand with the lookahead peak‐shaving policy
J Gijsbrechts, C Imdahl, RN Boute, JA Van Mieghem
Production and Operations Management 32 (11), 3357-3373, 2023
2023
Optimal Robust Sourcing with Volume Flexibility: Anticipatory Ordering Using the Shifting Operator
J Gijsbrechts, C Imdahl, RN Boute, JA Van Mieghem
Optimal Robust Sourcing with Volume Flexibility: Anticipatory Ordering Using …, 2022
2022
Inventory Control in the Era of Data Analytics
J Gijsbrechts
2020
Collaborative shipping in the sharing economy
J Beliën, R Boute, S Creemers, P De Bruecker, J Gijsbrechts, ...
INFORMS: Institute for Operations Research, 2017
2017
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Artikelen 1–16