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Picture for Nathaniel Virgo

On the potential for open-endedness in neural networks

Dec 12, 2018
Nicholas Guttenberg, Nathaniel Virgo, Alexandra Penn

* 17 pages, 6 figures; Final author version accepted for publication in Artificial Life 

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

Jun 01, 2018
Nicholas Guttenberg, Martin Biehl, Nathaniel Virgo, Ryota Kanai

* 8 pages, 7 figures, ALife 2018 

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Permutation-equivariant neural networks applied to dynamics prediction

Dec 14, 2016
Nicholas Guttenberg, Nathaniel Virgo, Olaf Witkowski, Hidetoshi Aoki, Ryota Kanai

* 7 pages, 4 figures 

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Motility at the origin of life: Its characterization and a model

Nov 11, 2013
Tom Froese, Nathaniel Virgo, Takashi Ikegami

* 29 pages, 5 figures, Artificial Life 

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