{"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\/da\/2023\/09\/ai-outraces-top-level-human-drone-pilots-including-a-world-champion\/","title":{"rendered":"AI udkonkurrerer menneskelige dronepiloter p\u00e5 topniveau, herunder en verdensmester"},"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>Et AI-system kendt som Swift har konsekvent overg\u00e5et mesterlige dronepiloter, herunder verdensmesteren i Drone Racing League i 2019, Alex Vanover.  Swift er udviklet af et team p\u00e5 Z\u00fcrich Universitet og har i 60% af tilf\u00e6ldene overg\u00e5et menneskelige piloter og sat nye runderekorder, som ingen menneskelige konkurrenter kunne matche.  Denne teknologi kan bane vejen for hurtigere og mere effektive droner i forskellige industrielle anvendelser. I droneracing suser avancerede quadcoptere gennem forhindringsbaner med en halsbr\u00e6kkende hastighed p\u00e5 over 100 km\/t.  Piloterne bruger headsets til at se optagelser i realtid, der er optaget af indbyggede HD-kameraer, mens de styrer dronerne gennem en r\u00e6kke forhindringer.<\/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 name=\"robots\" content=\"index, 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