M, Chitra and Sangeetha, S and Anish, Anshidha and R, Sruthika (2025) Optimizing Q-Learning for Dynamic Pricing in Airbnb. In: Proceedings of the 4th International Conference on Information Technology, Civil Innovation, Science, and Management, ICITSM 2025, 28-29 April 2025, Tiruchengode, Tamil Nadu, India, Part I.
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Abstract
Dynamic pricing is the lifeblood of revenue generation in online marketplaces like Airbnb. Reinforcement learning (RL), in particular Q-learning has been extensively investigated in this problem, but the problem becomes challenging since the state space is huge and the learning dynamics are unstable
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Date Deposited: | 04 Mar 2026 20:18 |
| Last Modified: | 16 Apr 2026 15:56 |
| URI: | http://eprints.eai.eu/id/eprint/60108 |
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