Although the repeated games used in the field of game theory are relatively trivial, they do allow for strategy analysis, comparison and optimization within a well-defined framework. This article reviews existing learning strategies like Q-learning and leader strategies like Godfather and Bully, extends the latter to improve on their weaknessess, and presents detailed tournament results.