Ontology highlight
ABSTRACT:
SUBMITTER: Pagliuca P
PROVIDER: S-EPMC6051599 | biostudies-literature | 2018
REPOSITORIES: biostudies-literature
Pagliuca Paolo P Milano Nicola N Nolfi Stefano S
PloS one 20180718 7
In this paper we compare systematically the most promising neuroevolutionary methods and two new original methods on the double-pole balancing problem with respect to: the ability to discover solutions that are robust to variations of the environment, the speed with which such solutions are found, and the ability to scale-up to more complex versions of the problem. The results indicate that the two original methods introduced in this paper and the Exponential Natural Evolutionary Strategy method ...[more]