DITTO: Offline Imitation Learning with World Models

Branton DeMoss, Paul Duckworth, Jakob Foerster +2

For imitation learning algorithms to scale to real-world challenges, they must handle high-dimensional observations, offline learning, and policy-induced covariate-shift. We propos…