{"id":5621,"date":"2023-09-18T18:50:42","date_gmt":"2023-09-18T18:50:42","guid":{"rendered":"https:\/\/dailyai.com\/?p=5621"},"modified":"2023-09-18T19:05:57","modified_gmt":"2023-09-18T19:05:57","slug":"ai-outraces-top-level-human-drone-pilots-including-a-world-champion","status":"publish","type":"post","link":"https:\/\/dailyai.com\/de\/2023\/09\/ai-outraces-top-level-human-drone-pilots-including-a-world-champion\/","title":{"rendered":"KI \u00fcbertrifft menschliche Drohnenpiloten, darunter einen Weltmeister"},"content":{"rendered":"<p><b>An AI system known as Swift has consistently bested champion drone pilots, including the 2019 Drone Racing League world champion Alex Vanover.\u00a0<\/b><\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41586-023-06419-4\"><span style=\"font-weight: 400;\">Developed by a team<\/span><\/a><span style=\"font-weight: 400;\"> at the University of Zurich, Swift outperformed human pilots 60% of the time, setting new lap records that no human competitor could match.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This technology may pave the way for faster and more efficient drones in various industrial applications.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Drone racing sees high-end quadcopters zoom through obstacle courses at break-neck speeds of over 100km\/h.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pilots utilize headsets to view real-time footage captured by onboard HD cameras as they navigate drones through a series of gates. It\u2019s seriously impressive stuff, and you\u2019d be forgiven for thinking that human instincts are virtually irreplaceable here.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But that&#8217;s not the case, as the AI system Swift, which uses deep reinforcement learning (RL), was able to outcompete three top-level human competitors in a series of drone races.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cIt managed to beat three top-level human pilots, including Alex Vanover, the 2019 Drone Racing League world champion, 60 per cent of the time,\u201d noted Leonard Bauersfeld, the lead researcher at the University of Zurich.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"AI finally beats humans at a real-life sport \u2014 drone racing\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/pq53uCDZelQ?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><\/p>\n<p><span style=\"font-weight: 400;\">However, there was one caveat: both human and AI participants were given a week to train on the specific track, leveling the playing field.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Some highlighted that the AI would have no chance if faced with a track without this learning period, so humans still have some edge.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Breaking new ground<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Swift&#8217;s achievement is significant because it utilizes an entirely on-board computer. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Researchers have attempted to run drones with AI for a decade, but earlier systems required dozens of external cameras and a separate computer to transmit real-time instructions.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The AI system that powers Swift processes video from a single camera to identify gates. It&#8217;s super-light-weight and agile, which is ideal.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Classical algorithms then ascertain the drone\u2019s orientation and position based on these gates, and another AI system uses that data to plot the drone&#8217;s next moves.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cWe fuse the two [computational approaches] in order to get something that is better than just one,\u201d Bauersfeld explains.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI models have been beating humans in many sports and competitive tasks, such as StarCraft, where AI slammed <\/span><a href=\"https:\/\/www.newscientist.com\/article\/2221840-deepminds-starcraft-playing-ai-beats-99-8-per-cent-of-human-gamers\/\"><span style=\"font-weight: 400;\">99.8% of human gamers<\/span><\/a><span style=\"font-weight: 400;\"> in 2019.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI also scored decisive victories over humans in Chess and Go. IBM\u2019s Deep Blue supercomputer beat Grandmaster Garry Kasparov in 1997, and DeepMind\u2019s AlphaGo beat Go champion Fan Hui in 2015 \u2013 though a human <\/span><a href=\"https:\/\/arstechnica.com\/information-technology\/2023\/02\/man-beats-machine-at-go-in-human-victory-over-ai\/\"><span style=\"font-weight: 400;\">player beat AlphaGo<\/span><\/a><span style=\"font-weight: 400;\"> earlier this year.\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ein KI-System mit dem Namen \"Swift\" hat immer wieder die besten Drohnenpiloten geschlagen, darunter den Weltmeister der Drone Racing League 2019, Alex Vanover.  Swift wurde von einem Team der Universit\u00e4t Z\u00fcrich entwickelt und \u00fcbertraf menschliche Piloten in 60% der F\u00e4lle und stellte neue Rundenrekorde auf, die kein menschlicher Konkurrent erreichen konnte.  Diese Technologie k\u00f6nnte den Weg f\u00fcr schnellere und effizientere Drohnen in verschiedenen industriellen Anwendungen ebnen. Bei Drohnenrennen sausen High-End-Quadcopter mit halsbrecherischen Geschwindigkeiten von \u00fcber 100 km\/h durch Hindernisparcours.  Die Piloten verwenden Headsets, um die von den eingebauten HD-Kameras aufgezeichneten Aufnahmen in Echtzeit zu sehen, w\u00e4hrend sie die Drohnen durch eine Reihe von Hindernissen steuern.<\/p>","protected":false},"author":2,"featured_media":5622,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[277,105],"class_list":["post-5621","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-drones","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI outraces top-level human drone pilots, including a world champion | DailyAI<\/title>\n<meta name=\"description\" content=\"An AI system known as Swift has consistently bested champion drone pilots, including the 2019 Drone Racing League world champion Alex Vanover.\u00a0\" \/>\n<meta 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