The Linear Representation Hypothesis for Vision-Language-Action Models
A theoretical, signature-based formulation of the LRH for VLA that unifies representations and policies is developed, and a signature generalized linear model for stochastic action chunks is introduced for stochastic action chunks.
Min-hye Jeong, Hyewon Choi, Hiroyasu Tsukamoto et al.
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