{"id":10342,"date":"2025-04-08T21:43:40","date_gmt":"2025-04-09T03:43:40","guid":{"rendered":"https:\/\/blogs.acatlan.unam.mx\/saladeprensa\/?p=10342"},"modified":"2025-04-08T22:21:59","modified_gmt":"2025-04-09T04:21:59","slug":"el-razonamiento-en-la-ia","status":"publish","type":"post","link":"https:\/\/blogs.acatlan.unam.mx\/saladeprensa\/2025\/04\/08\/el-razonamiento-en-la-ia\/","title":{"rendered":"El razonamiento en la IA"},"content":{"rendered":"\n<a href=\"https:\/\/imgur.com\/Nlm1mBO\"><img decoding=\"async\" src=\"https:\/\/i.imgur.com\/Nlm1mBOl.png\" title=\"source: imgur.com\" \/><\/a>\n\n\n\n<h4 class=\"wp-block-heading\">\u2022 Una combinaci\u00f3n de s\u00edmbolos y redes neuronales<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Informaci\u00f3n CCS Acatl\u00e1n<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El razonamiento neuro-simb\u00f3lico es un apartado de la Inteligencia Artificial que busca integrar la IA neuronal, basada en las redes neuronales y el aprendizaje profundo, con la IA simb\u00f3lica, sustentada en el razonamiento l\u00f3gico y el procesamiento de s\u00edmbolos.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Primer Congreso Internacional de Inteligencia Artificial - UNAM\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/xuvrULV18TY?start=32209&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<!--more-->\n\n\n\n<p class=\"wp-block-paragraph\">Lo anterior fue tratado en la ponencia&nbsp;<em>Sobre el razonamiento neuro-simb\u00f3lico,<\/em>&nbsp;impartida por el doctor Ismael Everardo B\u00e1rcenas Pati\u00f1o, del Departamento de Computaci\u00f3n de la Facultad de Ingenier\u00eda de la UNAM, en el&nbsp;<em>Primer Congreso Internacional de Inteligencia Artificial<\/em>-UNAM.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Entre los temas abordados estuvieron la Inteligencias Artificiales simb\u00f3lica y probabilista, la neuronal (o conexionista) y la neurosimb\u00f3lica. El profesor explic\u00f3 que este concepto naci\u00f3 en la d\u00e9cada de 1950, con el surgimiento de&nbsp;<em>The Logic Theorist<\/em>&nbsp;(Newl, Simon, Shaw, 1956), un sistema que logr\u00f3 demostrar autom\u00e1ticamente de 38 teoremas del libro&nbsp;<em>Principia Mathematica<\/em>.<\/p>\n\n\n\n<a href=\"https:\/\/imgur.com\/f0RbCVT\"><img decoding=\"async\" src=\"https:\/\/i.imgur.com\/f0RbCVTl.png\" title=\"source: imgur.com\" \/><\/a>\n\n\n\n<p class=\"wp-block-paragraph\">Con el c\u00e1lculo de situaciones (McCarthy 1963), situaciones (secuencia de acciones) como expresiones l\u00f3gicas de primer orden, programaci\u00f3n l\u00f3gica: Kowalski 1979; Regresi\u00f3n (l\u00f3gica): Waldinger 1981; Quinta generaci\u00f3n del c\u00f3mputo (1982). El razonamiento neuronal: Perceptr\u00f3n: McCulloch y Pitts (1943), red neuronal: Rosenblatt (1958), Red neuronal con aprendizaje (cableada) Minsky (1951).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u00e1rcenas Pati\u00f1o a\u00f1adi\u00f3 que dicho campo tiene un car\u00e1cter interdisciplinario emergente, con el objetivo de integrar las fortalezas de las redes neuronales y el razonamiento simb\u00f3lico para construir sistemas de IA m\u00e1s robustos, interpretables y flexibles.<\/p>\n\n\n\n<a href=\"https:\/\/imgur.com\/7xlXTKs\"><img decoding=\"async\" src=\"https:\/\/i.imgur.com\/7xlXTKsl.png\" title=\"source: imgur.com\" \/><\/a>\n\n\n\n<p class=\"wp-block-paragraph\">De lo que se desprenden, explic\u00f3 B\u00e1rcenas Pati\u00f1o, los razonamientos probabil\u00edsticos, como la mayor\u00eda de pel\u00edculas dirigidas por Guillermo del Toro, exitosas en taquilla. Del Toro reci\u00e9n estrena la pel\u00edcula Frankenstein.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El doctor B\u00e1rcenas Pati\u00f1o lleg\u00f3 a varias conclusiones como el resultado reciente en aprendizaje automatizado, los software, hardware, datos, limitaciones te\u00f3ricas y pr\u00e1cticas. Y para el futuro: enfoques h\u00edbridos (razonamiento neuro-simb\u00f3lico) y la construcci\u00f3n de modelos de lenguajes modales con ML.<\/p>\n\n\n\n<a href=\"https:\/\/imgur.com\/JJgVuNo\"><img decoding=\"async\" src=\"https:\/\/i.imgur.com\/JJgVuNol.png\" title=\"source: imgur.com\" \/><\/a>\n","protected":false},"excerpt":{"rendered":"<p>\u2022 Una combinaci\u00f3n de s\u00edmbolos y redes neuronales Informaci\u00f3n CCS Acatl\u00e1n El razonamiento neuro-simb\u00f3lico es un apartado de la Inteligencia Artificial que busca integrar la IA neuronal, basada en las redes neuronales y el aprendizaje profundo, con la IA simb\u00f3lica, sustentada en el razonamiento l\u00f3gico y el procesamiento de s\u00edmbolos.<\/p>\n","protected":false},"author":48,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[19],"tags":[],"class_list":["post-10342","post","type-post","status-publish","format-standard","hentry","category-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - 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