{"id":1296,"date":"2026-06-08T13:10:18","date_gmt":"2026-06-08T11:10:18","guid":{"rendered":"https:\/\/caos.uc3m.es\/research\/"},"modified":"2026-06-08T13:10:18","modified_gmt":"2026-06-08T11:10:18","slug":"research","status":"publish","type":"page","link":"https:\/\/caos.uc3m.es\/en\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Header&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_stops=&#8221;rgba(0,0,0,0.5) 0%|rgba(0,0,0,0.5) 100%&#8221; background_color_gradient_overlays_image=&#8221;on&#8221; background_image=&#8221;https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/148\/2026\/06\/08105110\/cristiano-firmani-tmTidmpILWw-unsplash-scaled.jpg&#8221; parallax=&#8221;on&#8221; custom_padding=&#8221;8%||8%||true|false&#8221; locked=&#8221;off&#8221; collapsed=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; max_width=&#8221;2000px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.24.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;3e403966-82a0-43fb-a22a-152a8e6782d1&#8243; header_text_color=&#8221;#FFFFFF&#8221; text_orientation=&#8221;center&#8221; custom_margin=&#8221;||10px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Research<\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; min_height=&#8221;111.2px&#8221; custom_margin=&#8221;||||true|false&#8221; custom_padding=&#8221;2%||4%||false|false&#8221; animation_style=&#8221;fade&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_font_size=&#8221;18px&#8221; text_orientation=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>At the CAOS Lab, we explore the frontiers of Artificial Intelligence to solve the challenges of a data-driven world. Our research focuses on designing advanced machine learning architectures, computer vision systems, and autonomous planning engines. We don\u2019t limit ourselves to algorithmic theory; we build robust models capable of perceiving their environment, learning from complexity, and making accurate decisions in real time.  <\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;Menu&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;-7%||-7%||true|false&#8221; animation_style=&#8221;fade&#8221; collapsed=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;146e9892-5ebe-49d4-9f9c-ea008646cce3&#8243; custom_margin=&#8221;||10px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2 style=\"text-align: center\">Research Areas<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_4,1_4,1_4,1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Inteligencia Artificial&#8221; image_url=&#8221;https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/148\/2026\/06\/09185916\/machine.jpg&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_orientation=&#8221;center&#8221; border_radii_image=&#8221;on|10px|10px|10px|10px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><a href=\"https:\/\/caos.uc3m.es\/en\/artificial-intelligence\/\">See more<\/a><\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Aprendizaje Autom\u00e1tico&#8221; image_url=&#8221;https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/148\/2026\/06\/09185946\/learning.jpg&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_orientation=&#8221;center&#8221; border_radii_image=&#8221;on|10px|10px|10px|10px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><a href=\"https:\/\/caos.uc3m.es\/en\/machine-learning\/\">See more<\/a><\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Optimizaci\u00f3n y Planning&#8221; image_url=&#8221;https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/148\/2026\/06\/09190020\/optimization.jpg&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_orientation=&#8221;center&#8221; border_radii_image=&#8221;on|10px|10px|10px|10px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><a href=\"https:\/\/caos.uc3m.es\/en\/optimization-and-planning\/\">See more<\/a><\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_team_member name=&#8221;Modelizaci\u00f3n de Agentes&#8221; image_url=&#8221;https:\/\/storage.googleapis.com\/wp-uploads.bucket.wp.uc3m.es\/wp-content\/uploads\/sites\/148\/2026\/06\/09190054\/agents.jpg&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_orientation=&#8221;center&#8221; border_radii_image=&#8221;on|10px|10px|10px|10px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><a href=\"https:\/\/caos.uc3m.es\/en\/agent-based-modeling\/\">See more<\/a><\/p>\n<p>[\/et_pb_team_member][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; 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global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;1_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_button button_url=&#8221;https:\/\/caos.uc3m.es\/cooperacion-internacional\/&#8221; button_text=&#8221;Cooperaci\u00f3n&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;45196713-9961-4292-9a46-092320b69ce7&#8243; button_text_color=&#8221;#000000&#8243; box_shadow_color=&#8221;#000000&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||||false|false&#8221; animation_style=&#8221;fade&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;7d01a395-478c-4164-9be2-4e6de4a1c877&#8243; text_font=&#8221;Shippori Mincho|700|||||||&#8221; text_text_color=&#8221;#333333&#8243; text_font_size=&#8221;25px&#8221; text_line_height=&#8221;1.3em&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: center\">\u00abA country without research is a country without development.\u00bb<br \/>\u2013 Margarita Salas \u2013<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ResearchAt the CAOS Lab, we explore the frontiers of Artificial Intelligence to solve the challenges of a data-driven world. Our research focuses on designing advanced machine learning architectures, computer vision systems, and autonomous planning engines. We don\u2019t limit ourselves to algorithmic theory; we build robust models capable of perceiving their environment, learning from complexity, and [&hellip;]<\/p>\n","protected":false},"author":451,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-1296","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/caos.uc3m.es\/en\/wp-json\/wp\/v2\/pages\/1296","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/caos.uc3m.es\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/caos.uc3m.es\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/caos.uc3m.es\/en\/wp-json\/wp\/v2\/users\/451"}],"replies":[{"embeddable":true,"href":"https:\/\/caos.uc3m.es\/en\/wp-json\/wp\/v2\/comments?post=1296"}],"version-history":[{"count":0,"href":"https:\/\/caos.uc3m.es\/en\/wp-json\/wp\/v2\/pages\/1296\/revisions"}],"wp:attachment":[{"href":"https:\/\/caos.uc3m.es\/en\/wp-json\/wp\/v2\/media?parent=1296"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}