Self-Supervised Discovery of Manipulation Concepts from Unlabeled Demonstrations

The proposed InfoCon algorithm can autonomously discover manipulation concepts from unlabeled demonstration trajectories by modeling them as generative and discriminative goals, without relying on human annotations.