When Does Predictive Inverse Dynamics Outperform Behavior Cloning?

Lukas Schäfer, Pallavi Choudhury, Abdelhak Lemkhenter +10

Behavior cloning (BC) is a practical offline imitation learning method, but it often fails when expert demonstrations are limited. Recent works have introduced a class of architect…