Some studies in machine learning using the game of checkers. II: recent progress

A new signature tablet echnique is described together with an improved book learning procedure which is thougthot be much superior to the linear polynomial method described earlier. Full use is made of the so called "alpha-beta" pruning and several forms of forward pruning to restrict the spread of the move tree and to permit the programt o look ahead to a much greater depth than it otherwise could do. While still unable to outplay checker masters, the program's playing ability has been greatly improved.