Joren Gijsbrechts

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Inventory Management

Reinforcement Learning

Top Venues

Eur. J. Oper. Res.

Manuf. Serv. Oper. Manag.

Publications

Vivek F. Farias, Joren Gijsbrechts, Aryan I. Khojandi, Tianyi Peng, Andrew Zheng
Speeding up Policy Simulation in Supply Chain RL. CoRR (2024)
Joren Gijsbrechts, Robert N. Boute, Jan A. Van Mieghem, Dennis J. Zhang
Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems. Manuf. Serv. Oper. Manag. 24 (3) (2022)
Bram J. De Moor, Joren Gijsbrechts, Robert N. Boute
Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management. Eur. J. Oper. Res. 301 (2) (2022)
Robert N. Boute, Stephen M. Disney, Joren Gijsbrechts, Jan A. Van Mieghem
Dual Sourcing and Smoothing Under Nonstationary Demand Time Series: Reshoring with SpeedFactories. Manag. Sci. 68 (2) (2022)
Robert N. Boute, Joren Gijsbrechts, Willem van Jaarsveld, Nathalie Vanvuchelen
Deep reinforcement learning for inventory control: A roadmap. Eur. J. Oper. Res. 298 (2) (2022)
Hannah Yee, Joren Gijsbrechts, Robert N. Boute
Synchromodal transportation planning using travel time information. Comput. Ind. 125 (2021)
Nathalie Vanvuchelen, Joren Gijsbrechts, Robert N. Boute
Use of Proximal Policy Optimization for the Joint Replenishment Problem. Comput. Ind. 119 (2020)