Driving bots with a neuroevolved brain: Screaming Racers
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Campo DC | Valor | Idioma |
---|---|---|
dc.contributor | Informática Industrial e Inteligencia Artificial | en |
dc.contributor.author | Gallego-Durán, Francisco J. | - |
dc.contributor.author | Llorens Largo, Faraón | - |
dc.contributor.author | Pujol, Mar | - |
dc.contributor.author | Rizo, Ramón | - |
dc.contributor.other | Universidad de Alicante. Departamento de Ciencia de la Computación e Inteligencia Artificial | en |
dc.date.accessioned | 2007-05-14T09:16:57Z | - |
dc.date.available | 2007-05-14T09:16:57Z | - |
dc.date.created | 2005 | - |
dc.date.issued | 2005 | - |
dc.identifier.citation | GALLEGO DURÁN, Francisco, et al. “Driving bots with a neuroevolved brain: Screaming Racers”. Inteligencia artificial, revista iberoamericana de inteligencia artificial. 2005, Vol. 9, n. 28. ISSN 1137-3601, pp. 9-16 | en |
dc.identifier.issn | 1137-3601 | - |
dc.identifier.uri | http://hdl.handle.net/10045/692 | - |
dc.description.abstract | The Videogame Industry of today is now just as strong as, and generates similar revenues to the Film Industry. Computer Games are distributed throughout the world and are sold to millions of people. Of the many different types of games, one of the most popular genres is car racing. Developers of this type of game are increasingly improving their Artificial Intelligence Systems so that their virtual drivers can exhibit Human-Level behaviours, and even higher. In this paper we show how these virtual drivers can be generically evolved using Neuroevolution, so obtaining several, distinct driving-bots with an increasing level of performance. These driving-bots can then be used as virtual opponents for different racing games, saving time and money in the evelopment of a realistic AI System. To train our driving-bots and to test their performance we have developed Screaming Racers, a simple car-racing online videogame. | en |
dc.language | eng | en |
dc.publisher | Asociación Española para la Inteligencia Artificial | en |
dc.subject | Computer games | en |
dc.subject | Human-level AI | en |
dc.subject | Neuroevolution | en |
dc.subject | Soft computing | en |
dc.subject | Neuroevolución | - |
dc.subject | Inteligencia artificial | - |
dc.subject | Algoritmos genéticos | - |
dc.subject | Redes neuronales | - |
dc.subject.other | Ciencia de la Computación e Inteligencia Artificial | en |
dc.title | Driving bots with a neuroevolved brain: Screaming Racers | en |
dc.type | info:eu-repo/semantics/article | en |
dc.peerreviewed | si | en |
dc.relation.publisherversion | http://erevista.aepia.org/index.php/ia/article/view/467 | - |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | - |
Aparece en las colecciones: | INV - i3a - Artículos de Revistas INV - Smart Learning - Artículos de Revistas |
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gallegoetal05Driving.pdf | 227,21 kB | Adobe PDF | Abrir Vista previa | |
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