Selective Sampling and Imitation Learning via Online Regression

Ayush Sekhari, Karthik Sridharan, Wen Sun +1

We consider the problem of Imitation Learning (IL) by actively querying noisy expert for feedback. While imitation learning has been empirically successful, much of prior work assu…