{"id":11194,"date":"2022-01-14T07:00:00","date_gmt":"2022-01-14T15:00:00","guid":{"rendered":"https:\/\/formtek.com\/blog\/?p=11194"},"modified":"2021-07-18T12:21:48","modified_gmt":"2021-07-18T20:21:48","slug":"robot-swarms-incredible-potential-for-both-good-and-bad","status":"publish","type":"post","link":"https:\/\/formtek.com\/blog\/robot-swarms-incredible-potential-for-both-good-and-bad\/","title":{"rendered":"Robot Swarms: Incredible Potential for Both Good and Bad"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">A robot swarm is a collection of similar robots where each is autonomous but also able to coordinate their movement and activities with the entire group.  Typically a single robot in the swarm will be equipped with environment sensors like cameras and radar.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2021\/05\/13\/the-collective-power-of-swarm-intelligence-in-ai-and-robotics\/?sh=6c9629d2252f\" data-type=\"URL\" data-id=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2021\/05\/13\/the-collective-power-of-swarm-intelligence-in-ai-and-robotics\/?sh=6c9629d2252f\">Recent experiments with robot swarms<\/a> incorporate AI algorithms that enable them to be adaptable, decentralized, self-organizing, and to change their motion and actions in response to their environment.  Research at the Harvard Wyss Institute has coined the name &#8216;<a href=\"https:\/\/wyss.harvard.edu\/media-post\/kilobots-a-thousand-robot-swarm\/\">kilobots<\/a>&#8216;, or one thousand (ie. many) robots swarming and interacting together.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Possible uses (both good and bad) of robot swarms include:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Surveillance <\/strong>&#8211; <a href=\"https:\/\/wyss.harvard.edu\/technology\/programmable-robot-swarms\/\" data-type=\"URL\" data-id=\"https:\/\/wyss.harvard.edu\/technology\/programmable-robot-swarms\/\">mapping and search and rescue missions<\/a> in difficult-to-access areas<\/li><li><strong>Agriculture <\/strong>&#8211; <a href=\"https:\/\/www.upi.com\/Science_News\/2021\/07\/13\/germany-utopian-robot-farm\/9731626204288\/\" data-type=\"URL\" data-id=\"https:\/\/www.upi.com\/Science_News\/2021\/07\/13\/germany-utopian-robot-farm\/9731626204288\/\">deploying biopesticides and use of lasers<\/a> to combat weeds and pests<\/li><li><strong>Infrastructure inspection<\/strong> &#8211;<a href=\"https:\/\/www.cdbb.cam.ac.uk\/research\/data-science-artificial-intelligence-machine-learning\/aerial-swarm-robotics-active\" data-type=\"URL\" data-id=\"https:\/\/www.cdbb.cam.ac.uk\/research\/data-science-artificial-intelligence-machine-learning\/aerial-swarm-robotics-active\"> inspection of bridges<\/a>, <a href=\"https:\/\/www.upi.com\/Science_News\/2021\/07\/14\/netherlands-swarm-drones-gas-leak\/2351626277137\/\" data-type=\"URL\" data-id=\"https:\/\/www.upi.com\/Science_News\/2021\/07\/14\/netherlands-swarm-drones-gas-leak\/2351626277137\/\">gas lines<\/a>, railways, roads and other infrastructure<\/li><li><strong>Entertainment <\/strong>&#8211; <a href=\"https:\/\/ieeexplore.ieee.org\/document\/8542599\" data-type=\"URL\" data-id=\"https:\/\/ieeexplore.ieee.org\/document\/8542599\">robots and drones that dance and fly<\/a> and can form patterns of illumination like fireworks<\/li><li><strong>Logistics <\/strong>&#8211; <a href=\"https:\/\/www.autoevolution.com\/news\/an-army-of-more-than-2000-robots-swarms-in-a-grocery-warehouse-in-the-uk-165147.html\" data-type=\"URL\" data-id=\"https:\/\/www.autoevolution.com\/news\/an-army-of-more-than-2000-robots-swarms-in-a-grocery-warehouse-in-the-uk-165147.html\">Grocery and warehouse order fulfillment<\/a><\/li><li><strong>Activities in Uninhabitable Locations<\/strong> &#8211; <a href=\"https:\/\/www.popsci.com\/space\/robots-build-human-settlements-mars\/\" data-type=\"URL\" data-id=\"https:\/\/www.popsci.com\/space\/robots-build-human-settlements-mars\/\">proposal to use swarms to build underground shelters on Mars<\/a><\/li><li><strong>Military\/Political<\/strong> &#8211; <a href=\"https:\/\/foreignpolicy.com\/2021\/07\/05\/killer-flying-robots-drones-autonomous-ai-artificial-intelligence-facial-recognition-targets-turkey-libya\/\" data-type=\"URL\" data-id=\"https:\/\/foreignpolicy.com\/2021\/07\/05\/killer-flying-robots-drones-autonomous-ai-artificial-intelligence-facial-recognition-targets-turkey-libya\/\">killer robotic drones<\/a><\/li><\/ul>\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=\"1,000 drones light up Shenzhen night sky to celebrate Wuhan ending lockdown\" width=\"550\" height=\"309\" src=\"https:\/\/www.youtube.com\/embed\/daVCbgNsVEM?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<div class=\"lightsocial_container\"><div class=\"lightsocial_element\"><a class=\"lightsocial_a\" 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Typically a single robot in the swarm will be equipped with environment sensors like<span class=\"ellipsis\">&hellip;<\/span><\/p>\n<div class=\"read-more\"><a href=\"https:\/\/formtek.com\/blog\/robot-swarms-incredible-potential-for-both-good-and-bad\/\">Read more &#8250;<\/a><\/div>\n<p><!-- end of .read-more --><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[],"class_list":["post-11194","post","type-post","status-publish","format-standard","hentry","category-robotics"],"_links":{"self":[{"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/posts\/11194","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/comments?post=11194"}],"version-history":[{"count":3,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/posts\/11194\/revisions"}],"predecessor-version":[{"id":11198,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/posts\/11194\/revisions\/11198"}],"wp:attachment":[{"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/media?parent=11194"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/categories?post=11194"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/formtek.com\/blog\/wp-json\/wp\/v2\/tags?post=11194"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}