Despite this, most robot learning approaches have focused on learning a single task, from scratch, with a limited notion of generalisation, and no way of leveraging the knowledge to learn other tasks more efficiently.
FEW-SHOT IMITATION LEARNING IMITATION LEARNING METRIC LEARNING