R-HybrID: Evolution of agent controllers with a hybridisation of indirect and direct encodings

Neuroevolution, the optimisation of artificial neural networks (ANNs) through evolutionary computation, is a promising approach to the synthesis of controllers for autonomous agents. Traditional neuroevolution approaches employ direct encodings, which are limited in their ability to evolve complex o...

ver descrição completa

Detalhes bibliográficos
Autor principal: Silva, F. (author)
Outros Autores: Correia, L. (author), Christensen, A. (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2022
Assuntos:
Texto completo:http://hdl.handle.net/10071/25116
País:Portugal
Oai:oai:repositorio.iscte-iul.pt:10071/25116