ShelfIX: Semi-Bandit Assortment Optimizer for Online Storefronts

A merchandising API for e-commerce that picks each period's featured product set and learns from per-item sales plus whatever extra feedback the storefront logs, using the paper's computationally efficient FPL-IX so huge catalogs don't make selection intractable.