DexFLEX: Contact-Aware Foundation Controller for Command-Guided Dexterity
Weikang Wan, Zeyu Lai, Jianyu Hou, Yuchen Zhou, Jiawei Fu, Henrik I Christensen†, Hao Su†
CoRL · 2026
A contact-aware foundation controller that turns upstream fingertip-motion drafts, from teleoperation or a learned policy, into contact-consistent joint commands. The same trained controller improves robustness without retraining, raising real-world teleoperation success from 29.2% to 78.3%.
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