Toward the Fundamental Limits of Imitation Learning

Nived Rajaraman, Lin F. Yang, Jiantao Jiao +1

Imitation learning (IL) aims to mimic the behavior of an expert policy in a sequential decision-making problem given only demonstrations. In this paper, we focus on understanding t…