2026
3D Dynamics-Aware Manipulation: Endowing Manipulation Policies with 3D Foresight
ICRA 2026poster
The incorporation of world modeling into manipulation policy learning has pushed the boundary of manipulation performance. However, existing efforts simply model the 2D visual dynamics, which is insufficient for robust manipulation when target tasks involve prominent depth-wise movement. To address …