Exploiting Structure of Uncertainty for Efficient Matroid Semi-Bandits

11 Feb 2019Pierre PerraultVianney PerchetMichal Valko

We improve the efficiency of algorithms for stochastic \emph{combinatorial semi-bandits}. In most interesting problems, state-of-the-art algorithms take advantage of structural properties of rewards, such as \emph{independence}... (read more)

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