Imitation from Observations with Trajectory-Level Generative Embeddings

Yongtao Qu, Shangzhe Li, Weitong Zhang

We consider the offline imitation learning from observations (LfO) where the expert demonstrations are scarce and the available offline suboptimal data are far from the expert beha…