{"id":42966,"date":"2018-03-09T09:45:09","date_gmt":"2018-03-09T09:45:09","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/control-de-sistemas-mediante-redes-neuronales-aprendizaje-por-refuerzo\/"},"modified":"2018-03-09T09:45:09","modified_gmt":"2018-03-09T09:45:09","slug":"control-de-sistemas-mediante-redes-neuronales-aprendizaje-por-refuerzo","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/ciencias-tecnologicas\/control-de-sistemas-mediante-redes-neuronales-aprendizaje-por-refuerzo\/","title":{"rendered":"Control de sistemas mediante redes neuronales: aprendizaje por refuerzo"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Ricardo Valverde Gil <\/strong><\/h2>\n<p>Se analiza la aplicaci\u00f3n de los conceptos de aprendizaje mediante refuerzo, apoyado en redes neuronales, al control de procesos continuos complejos, con fuertes no linealidades y multivariables,de cuya dinamica se tenga un conocimiento muy limitado e incluso de comportamiento variable en el tiempo. Se utilizan como base los conceptos del aprendizaje mediante refuerzo apoyado sobre redes neuronales artificiales,y se trata de aportar todas sus buenas cualidades al controlador dise\u00f1ado, salvando algunos de los obstaculos que han evitado que el uso de esas tecnicas se extienda en la practica en el campo del control de procesos continuos, entre los que cabe destacar el tratamiento de espacios de entrada y de acciones continuos.  se selecciona y define una red neuronal para poder aplicar, apoyandose en ella, la filosofia del aprendizaje mediante refuerzo al control de procesos continuos. Se define un controlador neuronal, denominado conlahc que ofrece muy buenos resultados.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Control de sistemas mediante redes neuronales: aprendizaje por refuerzo<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Control de sistemas mediante redes neuronales: aprendizaje por refuerzo <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Ricardo Valverde Gil <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Carlos III de Madrid<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 27\/05\/1999<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>caballero Salichs S\u00e1nchez<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Carlos Balaguer bernaldo de quir\u00f3s <\/li>\n<li>Rafael Aracil santonja (vocal)<\/li>\n<li>sebasti\u00e1n Dormido bencomo (vocal)<\/li>\n<li>eduardo Fernandez camacho (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Ricardo Valverde Gil Se analiza la aplicaci\u00f3n de los conceptos de aprendizaje mediante refuerzo, apoyado en redes [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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