Bertrand Simon

Ski Rental with Uniform Stochastic Signals

Ski rental is one of the most fundamental online problems, where an agent repeatedly decides whether it should continue renting for a service, or buy it at a one-time fixed cost. In classic online analysis, an adversary may freely select any arbitrary time horizon $t$ after which the instance terminates, hence leading...