Thompson Sampling for 1-Dimensional Exponential Family Bandits

Nathaniel Korda, Emilie Kaufmann, Remi Munos

Thompson Sampling has been demonstrated in many complex bandit models, however the theoretical guarantees available for the parametric multi-armed bandit are still limited to the B…