153 citations · 1.2k across the 73 of their papers we have counts for
Showing 2014 · cs.LGShow all
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cs.LG2014★ 82 cited
Bounded Regret for Finite-Armed Structured Bandits
Tor Lattimore, Remi Munos
We study a new type of K-armed bandit problem where the expected return of one arm may depend on the returns of other arms. We present a new algorithm for this general class of pro…
cs.LG2014★ 11 cited
Optimal Resource Allocation with Semi-Bandit Feedback
Tor Lattimore, Koby Crammer, Csaba Szepesvári
We study a sequential resource allocation problem involving a fixed number of recurring jobs. At each time-step the manager should distribute available resources among the jobs in…