Meta Dynamic Pricing: Transfer Learning Across Experiments

<jats:p> We study the problem of learning shared structure across a sequence of dynamic pricing experiments for related products. We consider a practical formulation in which the unknown demand parameters for each product come from an unknown distribution (prior) that is shared across products...

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Bibliographic Details
Main Authors: Bastani, Hamsa, Simchi-Levi, David, Zhu, Ruihao
Other Authors: Massachusetts Institute of Technology. Department of Civil and Environmental Engineering
Format: Article
Language:English
Published: Institute for Operations Research and the Management Sciences (INFORMS) 2023
Online Access:https://hdl.handle.net/1721.1/148654