Joren Gijsbrechts

Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics

Palma de Cima

Lisbon, 1649-023

Portugal

  • Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics

SCHOLARLY PAPERS

6

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SSRN CITATIONS
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Top 45,319

in Total Papers Citations

4

CROSSREF CITATIONS

11

Scholarly Papers (6)

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1.

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

Manufacturing & Service Operations Management
Number of pages: 35 Posted: 03 Jan 2019 Last Revised: 16 Nov 2021
Joren Gijsbrechts, Robert N. Boute, Jan A. Van Mieghem and Dennis Zhang
Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics, KU Leuven - Faculty of Business and Economics (FEB), Northwestern University - Kellogg School of Management and Washington University in St. Louis - John M. Olin Business School
Downloads 2,714 (6,916)
Citation 10

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artificial intelligence, deep reinforcement learning, inventory control, dual sourcing, lost sales, multi-echelon

2.

Dual Sourcing and Smoothing Under Non-Stationary Demand Time Series: Re-Shoring with Speedfactories

Management Science
Number of pages: 45 Posted: 17 Mar 2018 Last Revised: 15 Dec 2020
Robert N. Boute, Stephen M. Disney, Joren Gijsbrechts and Jan A. Van Mieghem
KU Leuven - Faculty of Business and Economics (FEB), Centre for Simulation, Analytics, and Modelling, The University of Exeter Business School, Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics and Northwestern University - Kellogg School of Management
Downloads 474 (85,383)
Citation 3

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Inventory Management, Order Smoothing, Order-Up-To Policy, Auto-Regressive Demand, Integrated Moving Average Demand, Global Outsourcing, Dual Sourcing, Z−transform

3.

Reward Shaping to Improve the Performance of Deep Reinforcement Learning in Perishable Inventory Management

European Journal of Operational Research, 301(2), 535-545
Number of pages: 27 Posted: 02 Apr 2021 Last Revised: 14 Apr 2022
Bram J. De Moor, Joren Gijsbrechts and Robert N. Boute
Research Center for Operations Management, KU Leuven, Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 388 (107,789)
Citation 3

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Inventory, Perishable inventory management, Deep reinforcement learning, Reward shaping, Transfer learning

4.

Digital Lean Operations: Smart Automation and Artificial Intelligence in Financial Services

Babich V, Birge J, Hilary G (eds) Innovative Technology at the interface of Finance and Operations. Springer Series in Supply Chain Management, Springer Nature, Forthcoming.
Number of pages: 14 Posted: 08 Jan 2021 Last Revised: 10 Mar 2021
Robert N. Boute, Joren Gijsbrechts and Jan A. Van Mieghem
KU Leuven - Faculty of Business and Economics (FEB), Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics and Northwestern University - Kellogg School of Management
Downloads 182 (229,581)
Citation 1

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Digital, Lean, Industry 4.0, autonomous, automation, financial, artificial intelligence

5.

Deep Reinforcement Learning for Inventory Control: A Roadmap

European Journal of Operational Research
Number of pages: 28 Posted: 08 Jun 2021 Last Revised: 24 Nov 2021
Robert N. Boute, Joren Gijsbrechts, Willem van Jaarsveld and Nathalie Vanvuchelen
KU Leuven - Faculty of Business and Economics (FEB), Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics, Eindhoven University of Technology (TUE) and KU Leuven
Downloads 122 (316,045)

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inventory management, machine learning, reinforcement learning, neural networks

6.

Volume Flexibility at Responsive Suppliers in Reshoring Decisions

Number of pages: 30 Posted: 11 Jun 2021 Last Revised: 10 Dec 2021
Joren Gijsbrechts, Robert N. Boute, Stephen M. Disney and Jan A. Van Mieghem
Catholic University of Portugal (UCP) - Catolica Lisbon School of Business and Economics, KU Leuven - Faculty of Business and Economics (FEB), Centre for Simulation, Analytics, and Modelling, The University of Exeter Business School and Northwestern University - Kellogg School of Management
Downloads 107 (346,279)
Citation 2

Abstract:

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Dual Sourcing, Flexibility, Reshoring, Optimal Policy, Modified Dual Base-Stock