Paper
Use of Proximal Policy Optimization for the Joint Replenishment Problem
Computers in Industry, (119) 103239, 2020
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Paper
Dual Sourcing and Smoothing under Non-Stationary Demand Time Series: Re-shoring with SpeedFactories
Management Science, 68(2):1039-1057, 2020
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Paper
Deep reinforcement learning for inventory control: A roadmap
European Journal of Operational Research, 298(2) 401-412, 2021
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Paper
A reward shaping approach to improve the applicability of deep reinforcement learning to inventory management
European Journal of Operational Research, 301(2) 535–545, 2021
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Paper
Synchromodality in the Physical Internet – dual sourcing and real-time switching between transport modes
European Transport Research Review, 11, 2020
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Book chapter
Digital Lean Operations: Smart Automation and Artificial Intelligence in Financial Services
Innovative Technology at the interface of Finance and Operations. Springer Series in Supply Chain Management, Springer Nature (Forthcoming), 2020
Paper
Can Deep Reinforcement Learning Improve Inventory Management? Performance on Dual Sourcing, Lost Sales and Multi-Echelon Problems
Manufacturing & Service Operations Management (forthcoming), 2021
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