HOST Framework Enables Robots to Learn Skills from 29-Second Videos

X SQUARE ROBOT, Tsinghua University, and BIT open-sourced the HOST framework, enabling dual-arm robots to learn new skills from a single 29-second human demo. This inference-time method is 507 times faster than traditional SFT.

2026-08-03 ~ 2026-08-03 · 2 related posts

• HOST Framework: Robots Learn Household Tasks 500x Faster from 29s Video — APPSO · 2026-08-03
• HOST: Open-Source Robot Learns New Skills in 29s from Single Video, 507x Faster Than SFT — chris_j_paxton · 2026-08-03