21 citations · 24 across the 2 of their papers we have counts for
2 papers
math.ST2013★ 21 cited
Bounded regret in stochastic multi-armed bandits
Sébastien Bubeck, Vianney Perchet, Philippe Rigollet
We study the stochastic multi-armed bandit problem when one knows the value of an optimal arm, as a well as a positive lower bound on the smallest positive gap . W…
cs.LG2012★ 3 cited
Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems
Sébastien Bubeck, Nicolò Cesa-Bianchi
Multi-armed bandit problems are the most basic examples of sequential decision problems with an exploration-exploitation trade-off. This is the balance between staying with the opt…