Data-Driven Dynamic Assortment in Online Platforms: Learning about Two Sides

Rahul Roy, Nur Sunar, Jayashankar M. Swaminathan

We study a dynamic assortment problem on a two-sided service platform with incomplete information and heterogeneous customers in a discrete-time setting. In each period, a customer…