84 citations · 171 across the 10 of their papers we have counts for
Showing 2018Show all
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cs.LG2018★ 10 cited
Deep Optimisation: Solving Combinatorial Optimisation Problems using Deep Neural Networks
J. R. Caldwell, R. A. Watson, C. Thies +1
Deep Optimisation (DO) combines evolutionary search with Deep Neural Networks (DNNs) in a novel way - not for optimising a learning algorithm, but for finding a solution to an opti…
cs.NE2018★ 36 cited
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
Joel Lehman, Jeff Clune, Dusan Misevic +50
Biological evolution provides a creative fount of complex and subtle adaptations, often surprising the scientists who discover them. However, because evolution is an algorithmic pr…