Deep Learning of Robotic Tasks without a Simulator using Strong and Weak Human Supervision

Bar Hilleli, Ran El-Yaniv

We propose a scheme for training a computerized agent to perform complex human tasks such as highway steering. The scheme is designed to follow a natural learning process whereby a…