A Neural Networks Committee for the Contextual Bandit Problem

Robin Allesiardo, Raphael Feraud, Djallel Bouneffouf

This paper presents a new contextual bandit algorithm, NeuralBandit, which does not need hypothesis on stationarity of contexts and rewards. Several neural networks are trained to…