Boosting Action-Information via a Variational Bottleneck on Unlabelled Robot Videos

Haoyu Zhang, Long Cheng

Learning from demonstrations (LfD) typically relies on large amounts of action-labeled expert trajectories, which fundamentally constrains the scale of available training data. A p…