Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation

Ruohan Wang, Carlo Ciliberto, Pierluigi Vito Amadori, Yiannis Demiris

Abstract: We consider the problem of imitation learning from a finite set of expert trajectories, without access to reinforcement signals. The classical approach of extracting the expert’s reward function vi...