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Trace-WAM: Aiding World Action Model Learning with 3D Motion Prediction

arXiv cs.RO

Trace-WAM proposes adding future 3D motion prediction as an auxiliary objective to video-action learning in world action models, supervising temporal point correspondence, image-plane displacement, and depth change to directly characterize interaction dynamics and spatial changes in manipulation.

Part of the event: Trace-WAM: Assisting World Action Model Learning with 3D Motion Prediction

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