Arthur Samuel is a name you should know. He was an AI pioneer back in the 1950s, and he invented the concept of a machine-learning algorithm decades before anyone used the term. Samuel's major accomplishments include the first checkers program that could defeat a world champion, a seminal machine-learning paper, and pioneering work in machine vision, language understanding and more.