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Bandits, Query Learning, and the Haystack Dimension
Kareem Amin
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Motivated by multi-armed bandits (MAB) problems with a very large or even infinite number of arms, we consider the problem of finding a maximum of an unknown target function by querying the function at chosen inputs (or arms). We give an analysis of the query complexity of this problem, under the as ...
Leto: 2011 Vir: videolectures.net
Št. zadetkov: 1
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