9.4k citations · 16.5k across the 107 of their papers we have counts for
Showing 2018 · cs.NEShow all
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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…
cs.NE2018★ 2 cited
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari
Patryk Chrabaszcz, Ilya Loshchilov, Frank Hutter
Evolution Strategies (ES) have recently been demonstrated to be a viable alternative to reinforcement learning (RL) algorithms on a set of challenging deep RL problems, including A…