Robert Boute

Deep reinforcement learning for inventory control: A roadmap

Robert Boute, Joren Gijsbrechts, Willem van Jaarsveld et al. · European Journal of Operational Research · 2021 · 181 citations · Full text

Artificial Intelligence, Inventory Management, Engineering +15

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

Joren Gijsbrechts, Robert Boute, Jan A. Van Mieghem et al. · Manufacturing & Service Operations Management · 2022 · 156 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

An integrated production and inventory model to dampen upstream demand variability in the supply chain

Robert Boute, Stephen Michael Disney, Marc Lambrecht et al. · European Journal of Operational Research · 2006 · 132 citations

Inventory Management, Supply Chain Optimization, Engineering +12

Use of Proximal Policy Optimization for the Joint Replenishment Problem

Nathalie Vanvuchelen, Joren Gijsbrechts, Robert Boute · Computers in Industry · 2020 · 108 citations · Full text

Mathematical Programming, Inventory Management, Economics +12

Investigating synchromodality from a supply chain perspective

Chuanwen Dong, Robert Boute, Alan Campbell McKinnon et al. · Transportation Research Part D Transport and Environment · 2017 · 100 citations · Full text

Supply Chain Perspective, Management, Business +4