Data-efficient Neuroevolution with Kernel-Based Surrogate Models

15 April 2018

Papers citing "Data-efficient Neuroevolution with Kernel-Based Surrogate Models"

4 / 4 papers shown

Title
NeuroLGP-SM: Scalable Surrogate-Assisted Neuroevolution for Deep Neural Networks Fergal Stapleton Edgar Galván López 48 2 0 12 Apr 2024
Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers Rui P. Cardoso E. Hart David Burth Kurka J. Pitt 11 1 0 30 Jan 2022
Surrogate Models for Enhancing the Efficiency of Neuroevolution in Reinforcement Learning Jörg Stork Martin Zaefferer T. Bartz-Beielstein A. E. Eiben 19 11 0 22 Jul 2019
Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization with Phenotypic Distance Kernels Jörg Stork Martin Zaefferer T. Bartz-Beielstein 13 13 0 09 Feb 2019