Zhao, Xuejun; Zhu, Ruihao; Haskell, William B. - 2022
induced by the retailer's learning policy, we first make a connection to non-stationary online learning by following the … notion of variation budget. The variation budget quantifies the impact of the retailer's learning strategy on the supplier … critically, does not require the supplier to have any prior knowledge about the retailer's learning policy or the demand …