Minimax-Optimal Semiparametric Contextual Dynamic Pricing with Multimodal Revenue

Xueping Gong, Zhuoluo Zhang, Zhaowei Miao +1

We study contextual dynamic pricing with arbitrary covariate sequences and bounded, possibly nonbinary purchase quantities. Demand follows a semiparametric surplus-index model with…