{"id":662950,"date":"2025-04-16T03:20:18","date_gmt":"2025-04-16T00:20:18","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/autonomous-drone-defeats-human-champions-in-historic-racing-first\/"},"modified":"2025-04-16T03:20:18","modified_gmt":"2025-04-16T00:20:18","slug":"autonomous-drone-defeats-human-champions-in-historic-racing-first","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/autonomous-drone-defeats-human-champions-in-historic-racing-first\/","title":{"rendered":"Autonomous drone defeats human champions in historic racing first"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a302d447b019\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #dd3333;color:#dd3333\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a302d447b019\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/buradabiliyorum.com\/en\/autonomous-drone-defeats-human-champions-in-historic-racing-first\/#Pushing_the_frontiers_of_physical_AI\" >Pushing the frontiers of physical AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/buradabiliyorum.com\/en\/autonomous-drone-defeats-human-champions-in-historic-racing-first\/#AI_that_directly_commands_the_motors\" >AI that directly commands the motors<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/buradabiliyorum.com\/en\/autonomous-drone-defeats-human-champions-in-historic-racing-first\/#Optimizing_robotic_applications\" >Optimizing robotic applications<\/a><\/li><\/ul><\/nav><\/div>\n<div>\n<div class=\"article-gallery lightGallery\">\n<div data-thumb=\"https:\/\/scx1.b-cdn.net\/csz\/news\/tmb\/2025\/autonomous-drone-defea.jpg\" data-src=\"https:\/\/scx2.b-cdn.net\/gfx\/news\/hires\/2025\/autonomous-drone-defea.jpg\" data-sub-html=\"The drone designed by the organizers, A2RL and DCL for use by the AI teams and human pilots. Credit: Delft University of Technology\">\n<figure class=\"article-img\">\n            <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/scx1.b-cdn.net\/csz\/news\/800a\/2025\/autonomous-drone-defea.jpg\" alt=\"Autonomous drone defeats human champions in historic racing first\" title=\"The drone designed by the organizers, A2RL and DCL for use by the AI teams and human pilots. Credit: Delft University of Technology\" width=\"800\" height=\"475\"\/><figcaption class=\"text-darken text-low-up text-truncate-js text-truncate mt-3\">\n                The drone designed by the organizers, A2RL and DCL for use by the AI teams and human pilots. Credit: Delft University of <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" data-internallinksmanager029f6b8e52c=\"4\" title=\"Technology\" target=\"_blank\" rel=\"noopener\">Technology<\/a><br \/>\n            <\/figcaption><\/figure>\n<\/p><\/div>\n<\/div>\n<p>For the first time, a drone has beaten human pilots in an international drone racing competition, marking a new milestone in the development of artificial intelligence. On Saturday April 14, 2025, two drone racing events took place simultaneously: The Falcon Cup Finals for human pilots and the A2RL Drone Championship for AI-powered, autonomous drones.<\/p>\n<p>As a climax, the best AI drones also competed against the best human pilots. The AI drone developed by Delft University of Technology first won the A2RL Grand Challenge. It then went on to win the knockout tournament against human pilots, beating three former DCL world champions and reaching flight speeds up to 95.8 km\/h on the very winding track.<\/p>\n<p>The team of scientists and students from Delft University of Technology achieved this by developing an efficient and robust AI system, capable of split-second, high-performance control. Whereas earlier breakthroughs, like AI defeating world champions at chess or Go, have taken place in virtual settings, this achievement h<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>ened in the real world.<\/p>\n<p>Two years ago, the Robotics and Perception Group at the University of Zurich was the first to beat human drone racing champions with an autonomous drone. However, that impressive achievement occurred in a flight lab environment, where conditions, hardware, and the track were still controlled by the researchers\u2014a very different situation from this world championship, where the hardware and track were fully designed and managed by the competition organizers.<\/p>\n<figure class=\"mb-4\" itemscope=\"\" itemtype=\"http:\/\/schema.org\/VideoObject\">\n    <meta itemprop=\"name\" content=\"Autonomous drone defeats human champions in historic racing first\"\/><br \/>\n    <meta itemprop=\"url\" content=\"https:\/\/www.youtube.com\/watch\/?v=yz2in2eFATE\"\/><br \/>\n    <meta itemprop=\"description\" content=\"Autonomous drone defeats human champions in historic racing first\"\/><br \/>\n    <meta itemprop=\"uploadDate\" content=\"2025-04-15T17:03:15-04:00\"\/><br \/>\n        <meta itemprop=\"embedUrl\" content=\"https:\/\/www.youtube.com\/embed\/yz2in2eFATE\"\/><br \/>\n    <meta itemprop=\"thumbnailUrl\" content=\"https:\/\/img.youtube.com\/vi\/yz2in2eFATE\/maxresdefault.jpg\"\/><\/p>\n<p>\n             <iframe loading=\"lazy\" title=\"Autonomous Drone from TU Delft Defeats Human Champions in Historic Racing First\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/yz2in2eFATE?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         <\/p>\n<\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Pushing_the_frontiers_of_physical_AI\"><\/span>Pushing the frontiers of physical AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The goal of the 2025 A2RL Drone Championship in Abu Dhabi was to push the frontier of physical AI, by stimulating research on robotic AI under extreme time pressure and with very limited computational and sensory resources. The drone had access to just one forward-looking camera, a major difference from previous autonomous drone races. This is more similar to how human FPV pilots fly, and leads to additional perception challenges for the AI.<\/p>\n<p>The AI that won against the three former DCL world champions was developed by a team of scientists and students from the MAVLab at Delft&#8217;s Faculty of Aerospace Engineering. Team lead Christophe De Wagter is both exhausted and exhilarated.<\/p>\n<p>                                                                                                        <!-- TechX - News - In-article --><\/p>\n<h2><span class=\"ez-toc-section\" id=\"AI_that_directly_commands_the_motors\"><\/span>AI that directly commands the motors<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>One of the core new elements of the drone&#8217;s AI is the use of a deep neural network that doesn&#8217;t send control commands to a traditional human controller, but directly to the motors. These networks were originally developed by the Advanced Concepts Team at the European Space Agency (ESA) under the name of &#8220;Guidance and Control Nets.&#8221;<\/p>\n<p>Traditional, human-engineered algorithms for optimal control were computationally so expensive that they would never be able to run onboard resource-constrained systems such as drones or satellites. ESA found that deep neural networks were able to mimic the outcomes of traditional algorithms, while requiring orders of magnitude less processing time. As it was hard to test whether the networks would perform well on real hardware in space, a collaboration was formed with the MAVLab at Delft University of Technology.<\/p>\n<p>&#8220;We now train the deep neural networks with reinforcement learning, a form of learning by trial and error,&#8221; says Christophe De Wagter. &#8220;This allows the drone to more closely approach the physical limits of the system. To get there, though, we had to redesign not only the training procedure for the control, but also how we can learn about the drone&#8217;s dynamics from its own onboard sensory data.&#8221;<\/p>\n<div class=\"article-gallery lightGallery\">\n<div data-thumb=\"https:\/\/scx1.b-cdn.net\/csz\/news\/tmb\/2025\/autonomous-drone-from.jpg\" data-src=\"https:\/\/scx2.b-cdn.net\/gfx\/news\/hires\/2025\/autonomous-drone-from.jpg\" data-sub-html=\"Timelapse of the TU Delft drone flying through a gate of the racing track. Credit: Delft University of Technolgy\">\n<figure class=\"article-img text-center\">\n            <img decoding=\"async\" src=\"https:\/\/scx1.b-cdn.net\/csz\/news\/800a\/2025\/autonomous-drone-from.jpg\" alt=\"Autonomous drone from Delft University of Technology defeats human champions in historic racing first\" title=\"Timelapse of the TU Delft drone flying through a gate of the racing track. Credit: Delft University of Technolgy\"\/><figcaption class=\"text-left text-darken text-truncate text-low-up mt-3\">\n                Timelapse of the TU Delft drone flying through a gate of the racing track. Credit: Delft University of Technolgy<br \/>\n            <\/figcaption><\/figure>\n<\/p><\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"Optimizing_robotic_applications\"><\/span>Optimizing robotic applications<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The highly efficient AI developed for robust perception and optimal control are not only vital to autonomous racing drones but will extend to other robots.<\/p>\n<p>De Wagter says, &#8220;Robot AI is limited by the required computational and energy resources. Autonomous drone racing is an ideal test case for developing and demonstrating highly-efficient, robust AI. Flying drones faster will be important for many economic and societal applications, ranging from delivering blood samples and defibrillators in time to finding people in natural disaster scenarios. Moreover, we can use the developed methods to strive not for optimal time but for other criteria such as optimal energy or safety. This will have an impact on many other applications, from vacuum robots to self-driving cars.&#8221;<\/p>\n<div class=\"d-inline-block text-medium my-4\">\n                                                Provided by<br \/>\n                                                                                                    Delft University of Technology<br \/>\n                                                    \t\t\t\t\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" target=\"_blank\" class=\"icon_open\" href=\"http:\/\/www.tudelft.nl\/\" target=\"_blank\" rel=\"nofollow\"><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<svg>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<use href=\"https:\/\/techx.b-cdn.net\/tmpl\/v2\/img\/svg\/sprite.svg#icon_open\" x=\"0\" y=\"0\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/svg><br \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a><\/p><\/div>\n<p>                                        <!-- print only --><\/p>\n<div class=\"d-none d-print-block\">\n<p>\n                                                <strong>Citation<\/strong>:<br \/>\n                                                Autonomous drone defeats human champions in historic racing first (2025, April 15)<br \/>\n                                                retrieved 15 April 2025<br \/>\n                                                from https:\/\/techxplore.com\/<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/news\/\" data-internallinksmanager029f6b8e52c=\"2\" title=\"News\" target=\"_blank\" rel=\"noopener\">news<\/a>\/2025-04-autonomous-drone-defeats-human-champions.html\n                                            <\/p>\n<p>\n                                            This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no<br \/>\n                                            part may be reproduced without the written permission. The content is provided for information purposes only.\n                                            <\/p>\n<\/p><\/div>\n<\/p><\/div>\n<p><script id=\"facebook-jssdk\" async=\"\" src=\"https:\/\/connect.facebook.net\/en_US\/sdk.js\"><\/script><\/p>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMN63nwsw68G3Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more Like this articles, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/en.buradabiliyorum.com\/category\/sciencee\/\" target=\"_blank\" >Science category.<\/a><\/span><\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/techxplore.com\/news\/2025-04-autonomous-drone-defeats-human-champions.html\" target=\"_blank\" >Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The drone designed by the organizers, A2RL and DCL for use by the AI teams and human pilots. Credit: Delft University of Technology For the first time, a drone has beaten human pilots in an international drone racing competition, marking a new milestone in the development of artificial intelligence. On Saturday April 14, 2025, two&#8230;<\/p>\n","protected":false},"author":1,"featured_media":662951,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/scx2.b-cdn.net\/gfx\/news\/hires\/2025\/autonomous-drone-defea.jpg","fifu_image_alt":"","footnotes":""},"categories":[16],"tags":[],"class_list":["post-662950","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sciencee"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/662950","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=662950"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/662950\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/662951"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=662950"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=662950"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=662950"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}