About: Towards Efficient Evolution of Morphology and Control     Goto   Sponge   NotDistinct   Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

AttributesValues
rdf:type
Description
  • V této práci navrhujeme nový algoritmus pro evoluci stavby těla a řízení třírozměrných fyzikálně simulovaných virtuálních organizmů. Algoritmus je založen na algoritmu NeuroEvolution of Augmenting Topologies (NEAT) efektivně optimalizujícího neurónové sítě. Experimenty se simulovanými robotmi ukázali, že navrhovaný algoritmus potřebuje výrazně nižší počet vyhodnocení fitness funkce než standardní genetický algoritmus (cs)
  • We propose a novel algorithm for the evolution of body and control of three-dimensional, physically simulated virtual creatures controlled by artificial neural networks. The proposed algorithm is inspired by NeuroEvolution of Augmenting Topologies (NEAT) which efficiently evolves artificial neural networks. Large-scale experiments have shown that the proposed algorithm evolves creatures using significantly less fitness evaluations than a standard genetic algorithm on all four tested fitness functions
  • We propose a novel algorithm for the evolution of body and control of three-dimensional, physically simulated virtual creatures controlled by artificial neural networks. The proposed algorithm is inspired by NeuroEvolution of Augmenting Topologies (NEAT) which efficiently evolves artificial neural networks. Large-scale experiments have shown that the proposed algorithm evolves creatures using significantly less fitness evaluations than a standard genetic algorithm on all four tested fitness functions (en)
Title
  • Towards Efficient Evolution of Morphology and Control
  • Towards Efficient Evolution of Morphology and Control (en)
  • K efektivní evoluci morfologie a řízení (cs)
skos:prefLabel
  • Towards Efficient Evolution of Morphology and Control
  • Towards Efficient Evolution of Morphology and Control (en)
  • K efektivní evoluci morfologie a řízení (cs)
skos:notation
  • RIV/00216208:11650/08:00106600!RIV09-MSM-11650___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • N
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 400273
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11650/08:00106600
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Towards; Efficient; Evolution; Morphology and Control (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [1B7937CFC2EC]
http://linked.open...v/mistoKonaniAkce
  • Atlanta
http://linked.open...i/riv/mistoVydani
  • New York
http://linked.open...i/riv/nazevZdroje
  • GECCO'08: Proceedings of the 10th annual conference on Genetic and evolutionary computation
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Krčah, Peter
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-1-60558-130-9
http://localhost/t...ganizacniJednotka
  • 11650
is http://linked.open...avai/riv/vysledek of
Faceted Search & Find service v1.16.118 as of Jun 21 2024


Alternative Linked Data Documents: ODE     Content Formats:   [cxml] [csv]     RDF   [text] [turtle] [ld+json] [rdf+json] [rdf+xml]     ODATA   [atom+xml] [odata+json]     Microdata   [microdata+json] [html]    About   
This material is Open Knowledge   W3C Semantic Web Technology [RDF Data] Valid XHTML + RDFa
OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 41 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software