24 citations · 28 across the 4 of their papers we have counts for
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cs.LG2018
Bridging the gap between regret minimization and best arm identification, with application to A/B tests
Rémy Degenne, Thomas Nedelec, Clément Calauzènes +1
State of the art online learning procedures focus either on selecting the best alternative ("best arm identification") or on minimizing the cost (the "regret"). We merge these two…
cs.LG2018★ 4 cited
Bandits with Side Observations: Bounded vs. Logarithmic Regret
Rémy Degenne, Evrard Garcelon, Vianney Perchet
We consider the classical stochastic multi-armed bandit but where, from time to time and roughly with frequency , an extra observation is gathered by the agent for free. We prov…