Joseph Bruno

Demystifying Robot Diffusion Policies: Action Memorization and a Simple Lookup Table Alternative

Diffusion policies for visuomotor robot manipulation tasks achieve remarkable dexterity and robustness while only training on a small number of task demonstrations. However, the reason for this performance remains a mystery. In this paper, we offer a surprising hypothesis: diffusion policies essent…