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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 …
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