notesum.ai
Published at October 313D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing
cs.RO
cs.AI
cs.LG
Released Date: October 31, 2024
Authors: Binghao Huang1, Yixuan Wang1, Xinyi Yang2, Yiyue Luo3, Yunzhu Li1
Aff.: 1Columbia University; 2University of Illinois Urbana-Champaign; 3University of Washington

| Settings | Egg Cooking (30 demos) | Hex Key Collection (30 demos) | ||||||
| Open | Grasp | Place | Whole | Right Hand | Left Hand | In-Hand | Whole | |
| Egg Tray | Egg | Egg | Task | Grasp | Grasp | Adjustment | Task | |
| Tactile Points Only | ||||||||
| Single Cam PC. Only | ||||||||
| Multi Cam PC. Only | 1.00 | 1.00 | ||||||
| Single Cam PC. w/ Tactile Points | 0.90 | |||||||
| Multi Cam PC. w/ Tactile Points | 1.00 | 0.90 | 0.90 | 0.85 | 1.00 | 0.95 | 0.95 | 0.90 |