{"id":11532,"date":"2024-04-13T16:05:39","date_gmt":"2024-04-13T16:05:39","guid":{"rendered":"https:\/\/dailyai.com\/?p=11532"},"modified":"2024-04-15T11:50:53","modified_gmt":"2024-04-15T11:50:53","slug":"deepmind-train-robot-soccer-players-that-kick-tackle-and-defend","status":"publish","type":"post","link":"https:\/\/dailyai.com\/ru\/2024\/04\/deepmind-train-robot-soccer-players-that-kick-tackle-and-defend\/","title":{"rendered":"DeepMind \u043e\u0431\u0443\u0447\u0430\u0435\u0442 \u0440\u043e\u0431\u043e\u0442\u043e\u0432-\u0444\u0443\u0442\u0431\u043e\u043b\u0438\u0441\u0442\u043e\u0432 \u0443\u0434\u0430\u0440\u0430\u043c, \u0437\u0430\u0445\u0432\u0430\u0442\u0430\u043c \u0438 \u0437\u0430\u0449\u0438\u0442\u0435"},"content":{"rendered":"<p><b>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0437 DeepMind \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 Google \u0434\u043e\u0441\u0442\u0438\u0433\u043b\u0438 \u0432\u0430\u0436\u043d\u043e\u0439 \u0432\u0435\u0445\u0438 \u0432 \u0440\u043e\u0431\u043e\u0442\u043e\u0442\u0435\u0445\u043d\u0438\u043a\u0435, \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u043e\u0431\u0443\u0447\u0438\u0432 \u0440\u043e\u0431\u043e\u0442\u043e\u0432-\u0433\u0443\u043c\u0430\u043d\u043e\u0438\u0434\u043e\u0432 \u0440\u043e\u0441\u0442\u043e\u043c 20 \u0434\u044e\u0439\u043c\u043e\u0432 \u0438\u0433\u0440\u0430\u0442\u044c \u0432 \u0444\u0443\u0442\u0431\u043e\u043b \u043e\u0434\u0438\u043d \u043d\u0430 \u043e\u0434\u0438\u043d.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u0418\u0445 <\/span><a href=\"https:\/\/www.science.org\/doi\/10.1126\/scirobotics.adi8022\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435<\/span><\/a><span style=\"font-weight: 400;\">\u0412 \u0441\u0442\u0430\u0442\u044c\u0435, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0432 \u0436\u0443\u0440\u043d\u0430\u043b\u0435 Science Robotics, \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u043e\u043d\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0441 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u0435\u043c (RL) \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0440\u043e\u0431\u043e\u0442\u043e\u0432 \u0441\u043b\u043e\u0436\u043d\u044b\u043c \u043d\u0430\u0432\u044b\u043a\u0430\u043c \u043b\u043e\u043a\u043e\u043c\u043e\u0446\u0438\u0438 \u0438 \u0438\u0433\u0440\u043e\u0432\u043e\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0439 <a href=\"https:\/\/emanual.robotis.com\/docs\/en\/platform\/op3\/introduction\/\">\u0420\u043e\u0431\u043e\u0442\u044b Robotis OP3<\/a> \u041d\u0430\u0443\u0447\u0438\u043b\u0441\u044f \u0431\u0435\u0433\u0430\u0442\u044c, \u0431\u0438\u0442\u044c, \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u0442\u044c, \u0432\u0441\u0442\u0430\u0432\u0430\u0442\u044c \u043f\u043e\u0441\u043b\u0435 \u043f\u0430\u0434\u0435\u043d\u0438\u0439 \u0438 \u0437\u0430\u0431\u0438\u0432\u0430\u0442\u044c \u0433\u043e\u043b\u044b - \u0438 \u0432\u0441\u0435 \u044d\u0442\u043e \u0431\u0435\u0437 \u043a\u0430\u043a\u043e\u0433\u043e-\u043b\u0438\u0431\u043e \u0440\u0443\u0447\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412\u043c\u0435\u0441\u0442\u043e \u044d\u0442\u043e\u0433\u043e \u0430\u0433\u0435\u043d\u0442\u044b \u0418\u0418, \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0435 \u0440\u043e\u0431\u043e\u0442\u0430\u043c\u0438, \u043f\u0440\u0438\u043e\u0431\u0440\u0435\u0442\u0430\u043b\u0438 \u044d\u0442\u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u043c\u0435\u0442\u043e\u0434\u043e\u043c \u043f\u0440\u043e\u0431 \u0438 \u043e\u0448\u0438\u0431\u043e\u043a \u0432 \u0441\u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0441\u0440\u0435\u0434\u0435, \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0443\u044f\u0441\u044c \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439 \u0432\u043e\u0437\u043d\u0430\u0433\u0440\u0430\u0436\u0434\u0435\u043d\u0438\u0439.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412\u043e\u0442 \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0440\u043e\u0431\u043e\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f \u0444\u0443\u0442\u0431\u043e\u043b\u044c\u043d\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0421\u043d\u0430\u0447\u0430\u043b\u0430 \u043e\u043d\u0438 \u043e\u0431\u0443\u0447\u0438\u043b\u0438 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438, \u043d\u0430\u0437\u044b\u0432\u0430\u0435\u043c\u044b\u0435 \"\u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430\u043c\u0438 \u043d\u0430\u0432\u044b\u043a\u043e\u0432\", \u0434\u043b\u044f \u0442\u0430\u043a\u0438\u0445 \u0431\u0430\u0437\u043e\u0432\u044b\u0445 \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0439, \u043a\u0430\u043a \u0445\u043e\u0434\u044c\u0431\u0430, \u0443\u0434\u0430\u0440\u044b \u043d\u043e\u0433\u0430\u043c\u0438 \u0438 \u0432\u0441\u0442\u0430\u0432\u0430\u043d\u0438\u0435. \u041a\u0430\u0436\u0434\u044b\u0439 \u043d\u0430\u0432\u044b\u043a \u043e\u0441\u0432\u0430\u0438\u0432\u0430\u043b\u0441\u044f \u0432 \u0446\u0435\u043b\u0435\u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u043e\u0439 \u0441\u0440\u0435\u0434\u0435, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0432\u043e\u0437\u043d\u0430\u0433\u0440\u0430\u0436\u0434\u0430\u043b\u0430 \u0440\u043e\u0431\u043e\u0442\u0430 \u0437\u0430 \u043e\u0432\u043b\u0430\u0434\u0435\u043d\u0438\u0435 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0439 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c\u044e.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0417\u0430\u0442\u0435\u043c, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0442\u0435\u0445\u043d\u0438\u043a\u0443, \u043d\u0430\u0437\u044b\u0432\u0430\u0435\u043c\u0443\u044e \u0434\u0438\u0441\u0442\u0438\u043b\u043b\u044f\u0446\u0438\u0435\u0439 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0438, \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0438 \u043d\u0430\u0432\u044b\u043a\u043e\u0432 \u0431\u044b\u043b\u0438 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u0435\u043d\u044b \u0432 \u0435\u0434\u0438\u043d\u0443\u044e \u0441\u0435\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043f\u043e\u043b\u0438\u0442\u0438\u043a. \u042d\u0442\u0430 \u0435\u0434\u0438\u043d\u0430\u044f \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430 \u043c\u043e\u0433\u043b\u0430 \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u043d\u0430\u0432\u044b\u043a \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0417\u0430\u0442\u0435\u043c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0438\u043b\u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044e \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u0438\u0433\u0440\u044b, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0440\u043e\u0431\u043e\u0442 \u0438\u0433\u0440\u0430\u043b \u0432 \u0441\u0438\u043c\u0443\u043b\u044f\u0442\u043e\u0440\u0430\u0445 \u043f\u0440\u043e\u0442\u0438\u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0432\u0435\u0440\u0441\u0438\u0439 \u0441\u0430\u043c\u043e\u0433\u043e \u0441\u0435\u0431\u044f. \u042d\u0442\u043e\u0442 \u0438\u0442\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043f\u0440\u0438\u0432\u0435\u043b \u043a \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e\u043c\u0443 \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u0441\u0442\u0432\u043e\u0432\u0430\u043d\u0438\u044e \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 \u0438 \u0438\u0433\u0440\u043e\u0432\u043e\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0427\u0442\u043e\u0431\u044b \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u0442\u044c \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0443 \u043a \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u044e \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u043c\u0438\u0440\u0435, \u0441\u0438\u043c\u0443\u043b\u0438\u0440\u0443\u0435\u043c\u0430\u044f \u0442\u0440\u0435\u043d\u0438\u0440\u043e\u0432\u043e\u0447\u043d\u0430\u044f \u0441\u0440\u0435\u0434\u0430 \u0431\u044b\u043b\u0430 \u0440\u0430\u043d\u0434\u043e\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0430 \u0441 \u0442\u043e\u0447\u043a\u0438 \u0437\u0440\u0435\u043d\u0438\u044f \u0442\u0430\u043a\u0438\u0445 \u0444\u0430\u043a\u0442\u043e\u0440\u043e\u0432, \u043a\u0430\u043a \u0442\u0440\u0435\u043d\u0438\u0435 \u0438 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043c\u0430\u0441\u0441\u044b \u0440\u043e\u0431\u043e\u0442\u0430. \u042d\u0442\u043e \u043f\u043e\u043c\u043e\u0433\u043b\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0443 \u0431\u043e\u043b\u0435\u0435 \u0443\u0441\u0442\u043e\u0439\u0447\u0438\u0432\u043e\u0439 \u043a \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u043c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u041d\u0430\u043a\u043e\u043d\u0435\u0446, \u043f\u043e\u0441\u043b\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0432 \u0441\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u0438, \u0433\u043e\u0442\u043e\u0432\u0430\u044f \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430 \u0431\u044b\u043b\u0430 \u0437\u0430\u0433\u0440\u0443\u0436\u0435\u043d\u0430 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u0440\u043e\u0431\u043e\u0442\u043e\u0432 OP3, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0437\u0430\u0442\u0435\u043c \u0441\u044b\u0433\u0440\u0430\u043b\u0438 \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0444\u0443\u0442\u0431\u043e\u043b\u044c\u043d\u044b\u0435 \u043c\u0430\u0442\u0447\u0438 \u0431\u0435\u0437 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438.<\/span><\/li>\n<\/ol>\n<p>\u0427\u0435\u0441\u0442\u043d\u043e \u0433\u043e\u0432\u043e\u0440\u044f, \u0447\u0442\u043e\u0431\u044b \u0432 \u044d\u0442\u043e \u043f\u043e\u0432\u0435\u0440\u0438\u0442\u044c, \u043d\u0443\u0436\u043d\u043e \u044d\u0442\u043e \u0443\u0432\u0438\u0434\u0435\u0442\u044c, \u0442\u0430\u043a \u0447\u0442\u043e \u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435 <a href=\"https:\/\/www.popsci.com\/technology\/deepmind-robot-soccer\/\" target=\"_blank\" rel=\"noopener\">\u041f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u0430\u044f \u043d\u0430\u0443\u043a\u0430<\/a>\u0412\u0438\u0434\u0435\u043e\u0440\u043e\u043b\u0438\u043a\u0438 \u043d\u0438\u0436\u0435.<\/p>\n<p><iframe loading=\"lazy\" title=\"\u041e\u0431\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0440\u043e\u0431\u043e\u0442\u044b Google DeepMind \u0438\u0433\u0440\u0430\u044e\u0442 \u0432 \u0444\u0443\u0442\u0431\u043e\u043b, \u0447\u0430\u0441\u0442\u044c 1\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/lrlhi1l16Nk?start=1&#038;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;\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b, \u043a\u0430\u043a \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u0434\u0435\u0442\u044c, \u0432\u0435\u0441\u044c\u043c\u0430 \u043f\u0440\u0438\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u044b - \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u043d\u044b\u0435 \u0438 \u043b\u043e\u0432\u043a\u0438\u0435, \u0432\u0440\u0430\u0449\u0430\u044e\u0449\u0438\u0435\u0441\u044f, \u0447\u0442\u043e\u0431\u044b \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435, \u0438 \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0438\u0440\u0443\u044e\u0449\u0438\u0435 \u0441\u0432\u043e\u0438 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u0441\u0442\u0438, \u0447\u0442\u043e\u0431\u044b \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u0431\u0438\u0442\u044c \u0438 \u0431\u0430\u043b\u0430\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u0442\u044c. <\/span><\/p>\n<p>DeepMind \u043e\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u0442 \u0441\u0432\u043e\u0439 \u0443\u0441\u043f\u0435\u0445 \u0432 \u0441\u0442\u0430\u0442\u044c\u0435: \"\u041f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0439 \u0430\u0433\u0435\u043d\u0442 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0435 \u0438 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u043d\u044b\u0435 \u043d\u0430\u0432\u044b\u043a\u0438 \u043f\u0435\u0440\u0435\u0434\u0432\u0438\u0436\u0435\u043d\u0438\u044f, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \u0431\u044b\u0441\u0442\u0440\u043e\u0435 \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u043e\u0441\u043b\u0435 \u043f\u0430\u0434\u0435\u043d\u0438\u044f, \u0445\u043e\u0434\u044c\u0431\u0430, \u043f\u043e\u0432\u043e\u0440\u043e\u0442\u044b \u0438 \u0443\u0434\u0430\u0440\u044b \u043d\u043e\u0433\u0430\u043c\u0438, \u0438 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u0442 \u043e\u0442 \u043e\u0434\u043d\u043e\u0433\u043e \u043a \u0434\u0440\u0443\u0433\u043e\u043c\u0443 \u043f\u043b\u0430\u0432\u043d\u043e \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e. \u041e\u043d \u0442\u0430\u043a\u0436\u0435 \u043d\u0430\u0443\u0447\u0438\u043b\u0441\u044f \u043f\u0440\u0435\u0434\u0443\u0433\u0430\u0434\u044b\u0432\u0430\u0442\u044c \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u044f \u043c\u044f\u0447\u0430 \u0438 \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0443\u0434\u0430\u0440\u044b \u0441\u043e\u043f\u0435\u0440\u043d\u0438\u043a\u0430\".<\/p>\n<p><span style=\"font-weight: 400;\">\u041f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441 \u0431\u043e\u043b\u0435\u0435 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0439 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u043e\u0439 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043f\u0440\u0430\u0432\u0438\u043b, \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u043e\u0439 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0434\u043b\u044f OP3, RL-\u043f\u043e\u0434\u0445\u043e\u0434 DeepMind \u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0431\u043e\u043b\u0435\u0435 \u0432\u044b\u0441\u043e\u043a\u0443\u044e \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0420\u043e\u0431\u043e\u0442\u044b, \u043e\u0431\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0418\u0418, \u0445\u043e\u0434\u0438\u043b\u0438 \u043d\u0430 181% \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u043f\u043e\u0432\u043e\u0440\u0430\u0447\u0438\u0432\u0430\u043b\u0438 \u043d\u0430 302% \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u043b\u0438\u0441\u044c \u043f\u043e\u0441\u043b\u0435 \u043f\u0430\u0434\u0435\u043d\u0438\u0439 \u043d\u0430 63% \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0438 \u0431\u0438\u043b\u0438 \u043f\u043e \u043c\u044f\u0447\u0443 \u043d\u0430 34% \u0441\u0438\u043b\u044c\u043d\u0435\u0435.<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"\u041e\u0431\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0440\u043e\u0431\u043e\u0442\u044b Google DeepMind \u0438\u0433\u0440\u0430\u044e\u0442 \u0432 \u0444\u0443\u0442\u0431\u043e\u043b, \u0447\u0430\u0441\u0442\u044c 2\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/MauNtcHQsvQ?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>\u0412\u043c\u0435\u0441\u0442\u0435 \u0441 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u044f\u043c\u0438 DeepMind \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 <a href=\"https:\/\/dailyai.com\/ru\/2024\/03\/deepmind-collaborate-with-liverpool-fc-to-optimize-corners\/\">\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c \u0444\u0443\u0442\u0431\u043e\u043b\u044c\u043d\u044b\u0439 \u0442\u0440\u0435\u043d\u0435\u0440<\/a> \u0432 \u043f\u0430\u0440\u0442\u043d\u0435\u0440\u0441\u0442\u0432\u0435 \u0441 \u0444\u0443\u0442\u0431\u043e\u043b\u044c\u043d\u044b\u043c \u043a\u043b\u0443\u0431\u043e\u043c \"\u041b\u0438\u0432\u0435\u0440\u043f\u0443\u043b\u044c\", \u043c\u044b, \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e, \u0434\u0432\u0438\u0436\u0435\u043c\u0441\u044f \u043a \u0431\u043e\u043b\u0435\u0435 \u043e\u0446\u0438\u0444\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u044d\u0440\u0435 \u0432 \u0441\u043f\u043e\u0440\u0442\u0435.<\/p>\n<p>\u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u044d\u0442\u043e \u043b\u0438\u0448\u044c \u0432\u043e\u043f\u0440\u043e\u0441 \u0432\u0440\u0435\u043c\u0435\u043d\u0438, \u043a\u043e\u0433\u0434\u0430 \u043f\u043e\u044f\u0432\u0438\u0442\u0441\u044f \"\u041b\u0438\u0433\u0430 \u0440\u043e\u0431\u043e\u0442\u043e\u0432\", \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0440\u043e\u0431\u043e\u0442\u044b \u0431\u0443\u0434\u0443\u0442 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u0432\u044b\u0441\u043e\u043a\u043e\u043e\u043a\u0442\u0430\u043d\u043e\u0432\u044b\u0445 \u0432\u0438\u0434\u0430\u0445 \u0441\u043f\u043e\u0440\u0442\u0430.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0437 DeepMind \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 Google \u0434\u043e\u0441\u0442\u0438\u0433\u043b\u0438 \u0432\u0430\u0436\u043d\u043e\u0439 \u0432\u0435\u0445\u0438 \u0432 \u0440\u043e\u0431\u043e\u0442\u043e\u0442\u0435\u0445\u043d\u0438\u043a\u0435, \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u043e\u0431\u0443\u0447\u0438\u0432 \u0440\u043e\u0431\u043e\u0442\u043e\u0432-\u0433\u0443\u043c\u0430\u043d\u043e\u0438\u0434\u043e\u0432 \u0440\u043e\u0441\u0442\u043e\u043c 20 \u0434\u044e\u0439\u043c\u043e\u0432 \u0438\u0433\u0440\u0430\u0442\u044c \u0432 \u0444\u0443\u0442\u0431\u043e\u043b \u043e\u0434\u0438\u043d \u043d\u0430 \u043e\u0434\u0438\u043d.  \u0412 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043d\u043e\u043c \u0432 \u0436\u0443\u0440\u043d\u0430\u043b\u0435 Science Robotics, \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u043e\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0441 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u0435\u043c (RL) \u0440\u043e\u0431\u043e\u0442\u044b \u043e\u0431\u0443\u0447\u0430\u043b\u0438\u0441\u044c \u0441\u043b\u043e\u0436\u043d\u044b\u043c \u043d\u0430\u0432\u044b\u043a\u0430\u043c \u043b\u043e\u043a\u043e\u043c\u043e\u0446\u0438\u0438 \u0438 \u0438\u0433\u0440\u044b. \u041a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0435 \u0440\u043e\u0431\u043e\u0442\u044b Robotis OP3 \u043d\u0430\u0443\u0447\u0438\u043b\u0438\u0441\u044c \u0431\u0435\u0433\u0430\u0442\u044c, \u0431\u0438\u0442\u044c, \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u0442\u044c, \u0432\u0441\u0442\u0430\u0432\u0430\u0442\u044c \u043f\u043e\u0441\u043b\u0435 \u043f\u0430\u0434\u0435\u043d\u0438\u0439 \u0438 \u0437\u0430\u0431\u0438\u0432\u0430\u0442\u044c \u0433\u043e\u043b\u044b - \u0438 \u0432\u0441\u0435 \u044d\u0442\u043e \u0431\u0435\u0437 \u043a\u0430\u043a\u043e\u0433\u043e-\u043b\u0438\u0431\u043e \u0440\u0443\u0447\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f. \u0412\u043c\u0435\u0441\u0442\u043e \u044d\u0442\u043e\u0433\u043e \u0430\u0433\u0435\u043d\u0442\u044b \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430, \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0435 \u0440\u043e\u0431\u043e\u0442\u0430\u043c\u0438, \u043f\u0440\u0438\u043e\u0431\u0440\u0435\u0442\u0430\u043b\u0438 \u044d\u0442\u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u043c\u0435\u0442\u043e\u0434\u043e\u043c \u043f\u0440\u043e\u0431 \u0438 \u043e\u0448\u0438\u0431\u043e\u043a \u0432 \u0441\u0438\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0441\u0440\u0435\u0434\u0435, \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0443\u044f\u0441\u044c \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439 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