Deep reinforcement learning for inventory control: a roadmap
type: Item
instance of: scholarly article
title: Deep reinforcement learning for inventory control: a roadmap
zbMATH Open document ID: 1490.90012
author: Joren Gijsbrechts
author: Nathalie Vanvuchelen
author: Robert N. Boute
author: Willem van Jaarsveld
published in: European Journal of Operational Research
publication date: 2022-02-22T00:00:00Z
Mathematics Subject Classification ID: 90B05
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 90-02
zbMATH DE Number: 7478827
zbMATH Keywords: inventory management
zbMATH Keywords: machine learning
zbMATH Keywords: reinforcement learning
zbMATH Keywords: neural networks
cites work: AlexNet
cites work: The theory of dynamic programming
cites work: Q3795523
cites work: Q4257216
cites work: A Robust Optimization Approach to Inventory Theory
cites work: Asymptotic Optimality of Constant-Order Policies for Lost Sales Inventory Models with Large Lead Times
cites work: Multilayer feedforward networks are universal approximators
cites work: A new partial pooling structure for spare parts networks
cites work: Order-Based Cost Optimization in Assemble-to-Order Systems
cites work: Simulation-based optimization of Markov reward processes
cites work: Performance Guarantees and Optimal Purification Decisions for Engineered Proteins
cites work: Approximate Dynamic Programming
cites work: Q4315289
cites work: Q4626283
cites work: Practical issues in temporal difference learning
cites work: An analysis of temporal-difference learning with function approximation
cites work: The Status of Mathematical Inventory Theory
cites work: Simple statistical gradient-following algorithms for connectionist reinforcement learning
cites work: Old and New Methods for Lost-Sales Inventory Systems
describes a project that uses: AlexNet
describes a project that uses: Adam
describes a project that uses: Spearmint
describes a project that uses: ImageNet
MaRDI profile type: Publication
full work available at URL: j.ejor.2021.07.016
OpenAlex ID: W3184770056
DOI: 10.1016/J.EJOR.2021.07.016
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description: scientific article; zbMATH DE number 7478827