Preprint Open access
PointWAM: 3D World Action Modeling for Dexterous Robotic Manipulation
World action models jointly learn to forecast world dynamics and predict robot actions, such that the learned internal world dynamics guide accurate actions. Existing approaches typically represent the world as RGB frames or latent counterparts while predicting actions as end-effector poses or joint angles, but they of …