2026
Learning a Unified Latent Action Space from Videos with Action-centric Cycle Consistency
CVPR 2026
Video data provides a rich source beyond expensive action-labeled data for advancing robot learning. Recent approaches have demonstrated promising potential in leveraging video data by learning latent actions for policy training. The latent action tokenizer encodes latent actions between successive