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TOAST: Stochastic Robot Action Tokenization for Autoregressive Vision-Language-Action Models

Shirai, Keisuke et al.
arXiv (All) · Papers
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robotics
Autoregressive Vision-Language-Action models often represent continuous robot actions as discrete token sequences, enabling action prediction with standard next-token objectives. FAST has substantially improved this representation by compactly encoding action containing diverse temporal frequencies
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