A reinforcement learning based dynamic room pricing model for hotel industry-Reference-Cited by-同舟云学术

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A reinforcement learning based dynamic room pricing model for hotel industry

Published:2023-07-19 Issue: Volume: Page:1-21
ISSN:0315-5986
Container-title:INFOR: Information Systems and Operational Research
language:en
Short-container-title:INFOR: Information Systems and Operational Research

Author:

Tuncay Gamze¹²,Kaya Kıymet¹²^ORCID,Yılmaz Yaren²³,Yaslan Yusuf¹²,Gündüz Öğüdücü Şule²³

Affiliation:

1. Department of Computer Engineering, Istanbul Technical University, İstanbul, Turkey

2. ITU AI Research and Application Center, İstanbul, Turkey

3. Department of Artificial Intelligence and Data Engineering, Istanbul Technical University, İstanbul, Turkey

Publisher

Informa UK Limited

Subject

Management Science and Operations Research

Link

https://www.tandfonline.com/doi/pdf/10.1080/03155986.2023.2235223

Reference34 articles.

1. Personalized Dynamic Pricing with Machine Learning: High-Dimensional Features and Heterogeneous Elasticity

2. Ferrara M. 2018. [A reinforcement learning approach to dynamic pricing]. [dissertation]. Politecnico di Torino.

3. Analytics for an Online Retailer: Demand Forecasting and Price Optimization

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