Learning Sampling Policies for Domain Adaptation

Yash Patel, Kashyap Chitta, Bhavan Jasani

We address the problem of semi-supervised domain adaptation of classification algorithms through deep Q-learning. The core idea is to consider the predictions of a source domain ne…