183 citations · 199 across the 3 of their papers we have counts for
3 papers
stat.ML2009
Regret Bounds for Opportunistic Channel Access
Sarah Filippi, Olivier Cappé, Aurélien Garivier
We consider the task of opportunistic channel access in a primary system composed of independent Gilbert-Elliot channels where the secondary (or opportunistic) user does not dispos…
math.ST2009★ 16 cited
On the Forward Filtering Backward Smoothing particle approximations of the smoothing distribution in general state spaces models
Randal Douc, Aurelien Garivier, Eric Moulines +1
A prevalent problem in general state-space models is the approximation of the smoothing distribution of a state, or a sequence of states, conditional on the observations from the p…
math.ST2008★ 183 cited
On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems
Aurélien Garivier, Eric Moulines
Multi-armed bandit problems are considered as a paradigm of the trade-off between exploring the environment to find profitable actions and exploiting what is already known. In the…