LAFP: Preserving Latent Action Structure in Latent Policy Learning via Flow Matching

Jiexi Lyu, Xizhou Bu, Qingqiu Huang +4

Learning high-quality latent actions from large-scale unlabeled videos, coupled with limited real-world interaction data for training an action decoder, has emerged as a promising…