Transferring Hierarchical Structures with Dual Meta Imitation Learning

Chongkai Gao, Yizhou Jiang, Feng Chen

Abstract: Hierarchical Imitation Learning (HIL) is an effective way for robots to learn sub-skills from long-horizon unsegmented demonstrations. However, the learned hierarchical structure lacks the mechanis...