Being curious about the answers to questions: novelty search with learned attention

Nicholas Guttenberg, Martin Biehl, Nathaniel Virgo +1

We investigate the use of attentional neural network layers in order to learn a `behavior characterization' which can be used to drive novelty search and curiosity-based policies.…