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TS-WAM: Temporal Latent Actions and World-Action Coupling for Vision-Language Robot Control

Yin, Menghao et al.
arXiv (All) · Papers
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robotics
Many vision-language-action policies rely on action-labeled robot demonstrations and lack an explicit mechanism for predicting future visual states. These limitations hinder learning from action-free videos and can encourage overfitting to demonstration conditions, weakening generalization and robus
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