116 citations · 215 across the 17 of their papers we have counts for
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cs.NE2021
Selecting for Selection: Learning To Balance Adaptive and Diversifying Pressures in Evolutionary Search
Kevin Frans, L. B. Soros, Olaf Witkowski
Inspired by natural evolution, evolutionary search algorithms have proven remarkably capable due to their dual abilities to radiantly explore through diverse populations and to con…
cs.NE2021★ 2 cited
Population-Based Evolution Optimizes a Meta-Learning Objective
Kevin Frans, Olaf Witkowski
Meta-learning models, or models that learn to learn, have been a long-desired target for their ability to quickly solve new tasks. Traditional meta-learning methods can require exp…