The Doctor's personality improvement project was an attempt by The Doctor to improve his character traits by selecting admirable qualities from famous figures in history and adding them to his behavioral subroutines.
Unfortunately for him, the darker sides of these individuals took control of his program. (VOY: "Darkling")