Variance Reduction for Evolution Strategies via Structured Control Variates

Yunhao Tang, Krzysztof Choromanski, Alp Kucukelbir. Variance Reduction for Evolution Strategies via Structured Control Variates. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 646-656, PMLR, 2020. [doi]

Authors

Yunhao Tang

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Krzysztof Choromanski

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Alp Kucukelbir

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