2 citations · 4 across the 5 of their papers we have counts for
4 papers · 1 filter
Neuroevolutionary Multi-objective approaches to Trajectory Prediction in Autonomous Vehicles
Fergal Stapleton, Edgar Galván, Ganesh Sistu +1
The incentive for using Evolutionary Algorithms (EAs) for the automated optimization and training of deep neural networks (DNNs), a process referred to as neuroevolution, has gaine…
Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition
Fergal Stapleton, Edgar Galván
Semantic diversity in Genetic Programming has proved to be highly beneficial in evolutionary search. We have witnessed a surge in the number of scientific works in the area, starti…
Promoting Semantics in Multi-objective Genetic Programming based on Decomposition
Edgar Galván, Fergal Stapleton
The study of semantics in Genetic Program (GP) deals with the behaviour of a program given a set of inputs and has been widely reported in helping to promote diversity in GP for a…
Statistical Tree-based Population Seeding for Rolling Horizon EAs in General Video Game Playing
Edgar Galván, Oxana Gorshkova, Peter Mooney +2
Multiple Artificial Intelligence (AI) methods have been proposed over recent years to create controllers to play multiple video games of different nature and complexity without rev…