swistreich2025mit
DexSkin
Real-world robot demonstration datasets collected with DexSkin conformable robotic skin for learning contact-rich manipulation tasks including berry transporting, pen reorientation, and box packaging.
Downloads96
Episodes125
Likes1
Why This Matters for Physical AI
DexSkin demonstrates how high-coverage conformable tactile sensing enables robots to learn complex contact-rich manipulation skills from real-world demonstrations, advancing the field of tactile perception for physical AI.
Technical Profile
- Modalities
- rgbtactileproprioception
- Robot Embodiments
- Franka Panda
- Action Space
- joint_positions
- Environment
- lab
- Task Types
- manipulationin_hand_reorientationbox_packagingtransporting
- Episodes
- 125
- Data Format
- HDF5
- License
- mit
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