518 citations · 1.2k across the 27 of their papers we have counts for
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cs.LG2021★ 2 cited
Scale Free Adversarial Multi Armed Bandits
Sudeep Raja Putta, Shipra Agrawal
We consider the Scale-Free Adversarial Multi Armed Bandits(MAB) problem. At the beginning of the game, the player only knows the number of arms . It does not know the scale and…
cs.LG2021
Dynamic Pricing and Learning under the Bass Model
Shipra Agrawal, Steven Yin, Assaf Zeevi
We consider a novel formulation of the dynamic pricing and demand learning problem, where the evolution of demand in response to posted prices is governed by a stochastic variant o…