Online Pricing with Offline Data: Phase Transition and Inverse Square Law

19 Oct 2019Jinzhi BuDavid Simchi-LeviYunzong Xu

This paper investigates the impact of pre-existing offline data on online learning, in the context of dynamic pricing. We study a single-product dynamic pricing problem over a selling horizon of $T$ periods... (read more)

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