Variance Reduction for Evolution Strategies via Structured Control Variates.

Yunhao Tang Krzysztof Choromanski Alp Kucukelbir

Published in: AISTATS (2020)

Keyphrases

evolution strategy
variance reduction
evolutionary algorithm
gradient estimation
differential evolution
monte carlo
sample size
genetic algorithm
bias variance decomposition
importance sampling