Moreover, supervised training of deep neural network mod-els needs a large number of training samples while many interesting applications require rapid learning from a small amount of data, which poses an even greater challenge to the supervised setting.
humans learn in a way very different from the supervised setting (Skinner, 1957;Kuhl, 2004).