University of Twente Student Theses
Adopting reinforcement learning in operational spare part management : visualizing the black box of decision-making
Petter, J. (2021) Adopting reinforcement learning in operational spare part management : visualizing the black box of decision-making.
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| Abstract: | This thesis researches the benefits of reinforcement learning in operational spare part management. Because reinforcement learning is not often used in a (semi) closed-loop inventory environment, an extensive literature study is performed first. Next, a proof of concept shows a reinforcement learning method's performance compared to the exact solution and a simple greedy heuristic. |
| Item Type: | Essay (Master) |
| Faculty: | BMS: Behavioural, Management and Social Sciences |
| Subject: | 01 general works, 30 exact sciences in general, 31 mathematics, 54 computer science |
| Programme: | Industrial Engineering and Management MSc (60029) |
| Link to this item: | https://purl.utwente.nl/essays/85598 |
| Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
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