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

arXiv·low signal

Roy, Sunar, and Swaminathan study dynamic assortment optimization on two-sided service platforms under incomplete information about both buyers and sellers. The work blends operations research with online learning for marketplace decision-making. Marketplace relevance but not agent infrastructure.