April 18, 2022, 1:11 a.m. | Q. Tyrell Davis, Josh Bongard

cs.LG updates on arXiv.org arxiv.org

Substantial efforts have been applied to engineer CA with desired emergent
properties, such as supporting gliders. Recent work in continuous CA has
generated a wide variety of compelling bioreminescent patterns, and the
expansion of CA research into continuous numbers, multiple channels, and higher
dimensions complicates their study. In this work we devise a strategy for
evolving CA and CA patterns in two steps, based on the simple idea that CA are
likely to be complex and computationally capable if they …

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