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📄 ResearchJuly 8, 2026

Smooth Operator: A Real-Time Sampling-Based Algorithm for Kinematic Hand Retargeting

Advances in learning-based robotic manipulation, such as Vision-Language-Action (VLA) models and Video Action Models (VAMs), heavily rely on high-quality teleoperation data. Their capabilities are strictly upper-bounded by the quality of the underlying human demonstrations. Current gradient-based re...

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Source

http://arxiv.org/abs/2607.07491v1