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Chris Paxton· @chris_j_paxton · X·· 4 hours agoEditorial score65

DITTO-X: Bidirectional Teleoperation for Dexterous Robotic Hands

Summary

DITTO-X is a framework that enables both forward and reverse teleoperation for dexterous robotic hands. In forward teleoperation, humans control robots with haptic feedback, while in reverse teleoperation, the robot moves the human's hand to match its state, allowing for smooth intervention. This improves policy robustness through DAgger data collection.

Source: Chris Paxton — X Robotics · Read original article ↗

Article text · Original source

Honestly this is great, would be super useful. getting good force feedback will make so many more humanoid tasks possibe

Quoted postZhanpeng He@zhanpeng_he
Teleoperation is usually used to control robots. We present DITTO-X, a framework that works both ways: 🖐️➡️🤖 In forward teleoperation, you can control diverse dexterous hands with force and haptic feedback. 🤖➡️🖐️ In reverse teleoperation, the robot moves your hand to match its own state while an autonomous policy runs, so you can intervene fluently whenever it goes wrong. Why does this matter? Taking over a dexterous hand mid-task is hard. Any mismatch between your hand pose and the robot state can cause an unstable grasp and make the robot drop the object. With reverse teleoperation, every takeover starts from the robot's own state, and these smooth interventions become DAgger data that make our policy more robust each round. Find more information at: 🌐 http://tml.stanford.edu/ditto-x 📄 http://arxiv.org/abs/2610.00781 co-led with @jbps_2001.
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Source:Chris Paxton · x.com