{"id":8715,"date":"2023-10-28T04:47:21","date_gmt":"2023-10-28T04:47:21","guid":{"rendered":"https:\/\/texnokun.uz\/?p=8715"},"modified":"2023-10-28T04:47:25","modified_gmt":"2023-10-28T04:47:25","slug":"robotlar-mustaqil-organishni-boshlashdi","status":"publish","type":"post","link":"https:\/\/texnokun.uz\/?p=8715","title":{"rendered":"Robotlar mustaqil o&#8217;rganishni boshlashdi"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"860\" height=\"522\" src=\"https:\/\/texnokun.uz\/wp-content\/uploads\/2023\/06\/920__95_180679715.jpg\" alt=\"\" class=\"wp-image-8716\" srcset=\"https:\/\/texnokun.uz\/wp-content\/uploads\/2023\/06\/920__95_180679715.jpg 860w, https:\/\/texnokun.uz\/wp-content\/uploads\/2023\/06\/920__95_180679715-300x182.jpg 300w, https:\/\/texnokun.uz\/wp-content\/uploads\/2023\/06\/920__95_180679715-768x466.jpg 768w\" sizes=\"auto, (max-width: 860px) 100vw, 860px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-medium-font-size wp-block-paragraph\"><em>Karnegi Mellon universiteti tadqiqotchilari robotlarni o\u2018rgatishning yangi videoga asoslangan usulini ishlab chiqishdi. <\/em><\/p>\n<\/blockquote>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Robotlar yangi ko\u2018nikmalarni o\u2018rganish maqsadida videodagi odamlar tomonidan bajarilgan harakatlarni tahlil qilishadi. Ushbu usul orqali avtonom qurilmalarning o\u2018rganish jarayoni soddalashtiriladi, vaqt va xarajatlar esa kamayadi.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">E&#8217;tiborli tomoni ilgari &#8220;temir&#8221; yordamchilarini tayyorlash shaxsning bevosita ishtirokini yoki simulyatsiya qilingan muhitda uzoq muddatli mustaqil treningni talab qilar edi. Hozir muhandislar  turli uy vazifalarini bajarayotgani aks etgan video ma\u2019lumotlardan foydalanishmoqchi va robotlarga asosiy harakatlarni shu tarzda o\u2018rgatishmoqchi.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Shunga asoslangan holda, har bir vaziyat uchun xulq-atvor modeli ishlab chiqiladi. Videoda mashq qilingandan so\u2018ng, robotlar real sharoitlarda mashq qilishadi, ammo bunday sharoitda ko\u2018nikmalarni rivojlantirish uchun atigi 25 daqiqa kifoya qiladi.<\/p>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\">Tadqiqotchilar internetda topish mumkin bo\u2018lgan tayyor videolar yordamida robotlarni 12 xil vazifani bajarishga o\u2018rgatish orqali o\u2018z yondashuvlarining muvaffaqiyatini ko\u2018rsatishmoqchi.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Robotlar yangi ko\u2018nikmalarni o\u2018rganish maqsadida videodagi odamlar tomonidan bajarilgan harakatlarni tahlil qiladi. Ushbu usul avtonom qurilmalarni o\u2018rganish jarayonini soddalashtiradi, vaqt va xarajatlarni esa kamaytiradi.<\/p>\n","protected":false},"author":17,"featured_media":9089,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"footnotes":""},"categories":[13],"tags":[100,159],"class_list":["post-8715","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-robototexnika","tag-robot","tag-yangilik"],"_links":{"self":[{"href":"https:\/\/texnokun.uz\/index.php?rest_route=\/wp\/v2\/posts\/8715","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/texnokun.uz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/texnokun.uz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/texnokun.uz\/index.php?rest_route=\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/texnokun.uz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8715"}],"version-history":[{"count":3,"href":"https:\/\/texnokun.uz\/index.php?rest_route=\/wp\/v2\/posts\/8715\/revisions"}],"predecessor-version":[{"id":9090,"href":"https:\/\/texnokun.uz\/index.php?rest_route=\/wp\/v2\/posts\/8715\/revisions\/9090"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/texnokun.uz\/index.php?rest_route=\/wp\/v2\/media\/9089"}],"wp:attachment":[{"href":"https:\/\/texnokun.uz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8715"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/texnokun.uz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8715"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/texnokun.uz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8715"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}