University of Twente Student Theses

Login

Deep Reinforcement Learning in Inventory Management

Geevers, Kevin (2020) Deep Reinforcement Learning in Inventory Management.

[img] PDF
2MB
Abstract:This thesis is written at ORTEC in order to develop a deep reinforcement learning method that can solve various inventory problems. With this method, we solved three inventory problems better than its benchmarks. However, when the problems get larger, the method turns out to be unstable in its results.
Item Type:Essay (Master)
Clients:
ORTEC, Zoetermeer, Netherlands
Faculty:BMS: Behavioural, Management and Social Sciences
Subject:54 computer science
Programme:Industrial Engineering and Management MSc (60029)
Link to this item:https://purl.utwente.nl/essays/85432
Export this item as:BibTeX
EndNote
HTML Citation
Reference Manager

 

Repository Staff Only: item control page