The authors derive closed-form Bayesian-quadrature updates for CMA-ES, XNES, and SNES, yielding a family of sample-efficient probabilistic evolutionary strategies.
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Natural Evolutionary Search meets Probabilistic Numerics
The authors derive closed-form Bayesian-quadrature updates for CMA-ES, XNES, and SNES, yielding a family of sample-efficient probabilistic evolutionary strategies.