Estimating Maximum Expected Value through Gaussian Approximation

Carlo D'Eramo, Marcello Restelli, Alessandro Nuara

Abstract: This paper is about the estimation of the maximum expected value of a set of independent random variables. The performance of several learning algorithms (e.g., Q-learning) is affected by the accur...