On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm

Julien Aubert, Luc Lehéricy, Patricia Reynaud-Bouret

When fitting the learning data of an individual to algorithm-like learning models, the observations are so dependent and non-stationary that one may wonder what the classical Maxim…