Meta Dynamic Pricing: Transfer Learning Across Experiments

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 (pri- or) that is shared across products. We then pro...

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Bibliographic Details
Main Authors: Bastani, H. (Author), Simchi-Levi, D. (Author), Zhu, R. (Author)
Format: Article
Language:English
Published: INFORMS Inst.for Operations Res.and the Management Sciences 2022
Subjects:
Online Access:View Fulltext in Publisher