Structured Supervision for Robotic Household Tasks
MonaJalal_ · x · 2026-07-20
This demo shows how a robot understands a common household task: one hand stabilizes a glass while the other folds and adjusts a towel. Grasping, contact, rotation, and pressure changes are broken down into distinct temporal boundaries.
The author emphasizes that such egocentric data goes beyond generic video descriptions by providing structured supervision, allowing manipulation models to learn the "precise physical processes between actions." An early access link is also provided.
More from Embodied
- Ant's Afu health AI hits 150M users, unveils AI+hardware health alliance at Bund Summit — APPSO · 2026-09-11
- Johns Hopkins Launches Full-Stack Hands-on Robot Learning Class with SO-101 Arm Kits — _krishna_murthy · 2026-09-11
- SyncWorld: In-Context Robot World Model Simulates Unseen Views and Embodiments Zero-Shot — ChongZzZhang · 2026-09-11
- A 3D Pose Dataset for Dogs Released — ducha_aiki · 2026-09-11
- Swaayatt demos autonomous driving at 52 km/h on mountain roads, self-recovers after skid — sanjeevs_iitr · 2026-09-11
- AUAR's MicroFactory brings a deployable robotic wood-panel factory to the construction site — lukas_m_ziegler · 2026-09-11