most citedMATTERIX: toward a digital twin for robotics-assisted chemistry laboratory automation

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cs.CV2026

Offline Semantic Guidance for Efficient Vision-Language-Action Policy Distillation

Jin Shi, Brady Zhang, Yishun Lu

Billion-parameter Vision-Language-Action (VLA) policies have recently shown impressive performance in robotic manipulation, yet their size and inference cost remain major obstacles…