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 | 198* | 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 | 147 | 2022 |
Use of proximal policy optimization for the joint replenishment problem N Vanvuchelen, J Gijsbrechts, R Boute Computers in Industry 119, 103239, 2020 | 106 | 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 | 62 | 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 | 58 | 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 | 55 | 2019 |
Synchromodal transportation planning using travel time information H Yee, J Gijsbrechts, R Boute Computers in Industry 125, 103367, 2021 | 39 | 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 | 28 | 2022 |
Collaborative shipping: logistics in the sharing economy J Beliën, R Boute, S Creemers, P De Bruecker, J Gijsbrechts, SVP Tinoco, ... HAL Post-Print, 2017 | 18 | 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 | 11* | 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 | 1 | 2023 |
Speeding up Policy Simulation in Supply Chain RL V Farias, J Gijsbrechts, A Khojandi, T Peng, A Zheng arXiv preprint arXiv:2406.01939, 2024 | | 2024 |
Production and Operations Management J Gijsbrechts, RN Boute, SM Disney, JA Van Mieghem | | 2022 |
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 |
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 (19), 2019 | | 2019 |
Collaborative shipping in the sharing economy J Beliën, R Boute, S Creemers, P De Bruecker, J Gijsbrechts, ... INFORMS: Institute for Operations Research, 2017 | | 2017 |