We consider the problem of online pricing with offline data, where the decision maker has in hand pre-existed offline data and then takes online sequential actions to maximize expected cumulative revenue as well as learning the optimal pricing. We focus on a simple and specific problem setting...

The rapidly developing online food delivery business is a novel “ecosystem” involving digital platforms, restaurants, delivery-workers, and customers. Continuous expansion of its market size is accompanied by problems of economic fairness such as “wage distribution” and “revenue...

The rapidly developing online food delivery business is a novel “ecosystem” involving digital platforms, restaurants, delivery-workers, and customers. Continuous expansion of its market size is accompanied by problems of economic fairness such as “wage distribution” and “revenue...

The rapidly developing online food delivery business is a novel “ecosystem” involving digital platforms, restaurants, delivery-workers, and customers. Continuous expansion of its market size is accompanied by problems of economic fairness such as “wage distribution” and “revenue...