Minimal Ingredients for Reward Assignment from Expert Demonstrations

Zixuan Dong, Yumi Omori, Keith Ross

Reward assignment from scarce demonstrations is a key challenge in both offline and online imitation learning. A common and intuitive strategy assigns rewards according to how clos…