Joren Gijsbrechts

According to our database, Joren Gijsbrechts authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems.

Joren Gijsbrechts, Robert N. Boute, Jan A. Van Mieghem, Dennis J. Zhang

Manuf. Serv. Oper. Manag., 2022

Dual Sourcing and Smoothing Under Nonstationary Demand Time Series: Reshoring with SpeedFactories.

Robert N. Boute, Stephen M. Disney, Joren Gijsbrechts, Jan A. Van Mieghem

Manag. Sci., 2022

Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management.

Bram J. De Moor, Joren Gijsbrechts, Robert N. Boute

Eur. J. Oper. Res., 2022

Deep reinforcement learning for inventory control: A roadmap.

Robert N. Boute, Joren Gijsbrechts, Willem van Jaarsveld, Nathalie Vanvuchelen

Eur. J. Oper. Res., 2022

2021

Synchromodal transportation planning using travel time information.

Hannah Yee, Joren Gijsbrechts, Robert N. Boute

Comput. Ind., 2021

2020

Use of Proximal Policy Optimization for the Joint Replenishment Problem.

Nathalie Vanvuchelen, Joren Gijsbrechts, Robert N. Boute

Comput. Ind., 2020