262 citations · 929 across the 33 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017
MNL-Bandit: A Dynamic Learning Approach to Assortment Selection
Shipra Agrawal, Vashist Avadhanula, Vineet Goyal +1
We consider a dynamic assortment selection problem, where in every round the retailer offers a subset (assortment) of substitutable products to a consumer, who selects one of t…
cs.LG2017★ 22 cited
Thompson Sampling for the MNL-Bandit
Shipra Agrawal, Vashist Avadhanula, Vineet Goyal +1
We consider a sequential subset selection problem under parameter uncertainty, where at each time step, the decision maker selects a subset of cardinality from possible ite…