Theoretical Analysis of Offline Imitation With Supplementary Dataset

Ziniu Li, Tian Xu, Yang Yu +1

Behavioral cloning (BC) can recover a good policy from abundant expert data, but may fail when expert data is insufficient. This paper considers a situation where, besides the smal…