Learning from Interventions using Hierarchical Policies for Safe Learning

Jing Bi, Vikas Dhiman, Tianyou Xiao +1

Learning from Demonstrations (LfD) via Behavior Cloning (BC) works well on multiple complex tasks. However, a limitation of the typical LfD approach is that it requires expert demo…