SeedPolicy: Horizon Scaling via Self-Evolving Diffusion Policy for Robot Manipulation

Youqiang Gui, Yuxuan Zhou, Shen Cheng +4

Imitation Learning (IL) enables robots to acquire manipulation skills from expert demonstrations. Diffusion Policy (DP) models multi-modal expert behaviors but degrades when naivel…