12 citations · 19 across the 2 of their papers we have counts for
2 papers
math.ST2011★ 12 cited
Robust approachability and regret minimization in games with partial monitoring
Shie Mannor, Vianney Perchet, Gilles Stoltz
Approachability has become a standard tool in analyzing earning algorithms in the adversarial online learning setup. We develop a variant of approachability for games where there i…
math.ST2008★ 7 cited
Pure Exploration for Multi-Armed Bandit Problems
Sébastien Bubeck, Rémi Munos, Gilles Stoltz
We consider the framework of stochastic multi-armed bandit problems and study the possibilities and limitations of forecasters that perform an on-line exploration of the arms. Thes…