Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization with Phenotypic Distance Kernels

9 February 2019

Papers citing "Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization with Phenotypic Distance Kernels"

5 / 5 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 13 1 0 30 Jan 2022
A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning Yuxing Wang Tiantian Zhang Yongzhe Chang Bin Liang Xueqian Wang Bo Yuan 29 15 0 01 Jan 2022
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 48 1,423 0 02 Aug 2019
Surrogate Models for Enhancing the Efficiency of Neuroevolution in Reinforcement Learning Jörg Stork Martin Zaefferer T. Bartz-Beielstein A. E. Eiben 24 11 0 22 Jul 2019