Variance Reduction for Evolution Strategies via Structured Control Variates

Yunhao Tang, Krzysztof Choromanski, Alp Kucukelbir

Abstract: Evolution Strategies (ES) are a powerful class of blackbox optimization techniques that recently became a competitive alternative to state-of-the-art policy gradient (PG) algorithms for reinforceme...