Imitating Latent Policies from Observation

Ashley D. Edwards, Himanshu Sahni, Yannick Schroecker, Charles L. Isbell

Abstract: In this paper, we describe a novel approach to imitation learning that infers latent policies directly from state observations. We introduce a method that characterizes the causal effects of latent...