Resolving State-Representation Mismatch: State-Space Visual Reasoning for Open-Loop VLA Planning

Junhao Xiao, Haoxiang Zhao, Menghao Fang +8

Despite rapid progress in vision-language-action (VLA) models, existing reasoning paradigms still face a fundamental \emph{state-representation mismatch} in open-loop planning. Giv…