R2RDreamer: 3D-aware Data Augmentation for Spatially-generalized 2D Manipulation Policies

Xiuwei Xu, Haowen Sun, Angyuan Ma +7

Spatial generalization is critical for imitation-learned manipulation policies, but achieving it typically requires scaling demonstrations across diverse object poses, robot config…