Robot Trained on Just 5 Hours of Data Generalizes to Out-of-Distribution Lighting

A developer trained a robot grasping/sorting system on just 5 hours of data covering full boxes, deliberately excluding a lit box as an out-of-distribution test. The robot still makes mistakes but generalizes well, underscoring the value of diverse training data.

2026-09-15 ~ 2026-09-15 · 2 related posts

• 5 hours of data, full-box demos: robot generalizes to a light box held out of training — DominiqueCAPaul · 2026-09-15
• Robot sorting after 5h of training data, light box left OOD—diverse data is key — philfung · 2026-09-15