Offline Discovery of Interpretable Skills from Multi-Task Trajectories

Chongyu Zhu, Mithun Vanniasinghe, Jiayu Chen +1

Hierarchical Imitation Learning is a powerful paradigm for acquiring complex robot behaviors from demonstrations. A central challenge, however, lies in discovering reusable skills…