A robot carries three learned tasks into unfamiliar homes
Figure reports testing tidying, towel folding and bed making across 30 unseen homes. In its comparison, broad human-experience pretraining raised full-task success from 9% to 56%. That points toward less setup in each new workplace, while leaving substantial room for failure.