3 citations
2 papers
cs.IT2020
Optimal Strategies for Graph-Structured Bandits
Hassan Saber, Pierre Ménard, Odalric-Ambrym Maillard
We study a structured variant of the multi-armed bandit problem specified by a set of Bernoulli distributions with mean…
cs.LG2020★ 3 cited
Forced-exploration free Strategies for Unimodal Bandits
Hassan Saber, Pierre Ménard, Odalric-Ambrym Maillard
We consider a multi-armed bandit problem specified by a set of Gaussian or Bernoulli distributions endowed with a unimodal structure. Although this problem has been addressed in th…