Differentially Private Multi-Armed Bandit

Implementation of three algorithms for Differentially Private Multi-Armed Bandits: -- DP-UCB-Bound -- DP-UCB -- DP-UCB-Int

The three algorithms are described in the paper: https://hal.inria.fr/hal-01234427/document