This paper presents the application of fundamental Artificial Intelligence algorithms for the realization of programs capable of effectively playing the game of Reversi. This application has been developed as a final project for the course of Artificial Intelligence, held in the academic year 2012/2013 at the Engineering Faculty of the University of Salerno, Italy. Several agents have been deve...

Declaration This thesis contains no material which has been accepted for the award of any other degree or diploma in any tertiary institution, and to the best of my knowledge and belief, contains no material previously published or written by another person, except where due reference is made in the text of the thesis. Abstract Over the past two decades, Reinforcement Learning has emerged as a ...