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 | 174* | 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 | 119 | 2022 |
Use of proximal policy optimization for the joint replenishment problem N Vanvuchelen, J Gijsbrechts, R Boute Computers in Industry 119, 103239, 2020 | 94 | 2020 |
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 | 57 | 2022 |
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 | 50 | 2022 |
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 | 50 | 2019 |
Synchromodal transportation planning using travel time information H Yee, J Gijsbrechts, R Boute Computers in Industry 125, 103367, 2021 | 36 | 2021 |
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 | 19 | 2022 |
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 | 17 | 2017 |
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 | 6 | 2021 |
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 | 2 | 2019 |
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 |