{"id":8547,"date":"2023-12-20T19:33:49","date_gmt":"2023-12-20T19:33:49","guid":{"rendered":"https:\/\/dailyai.com\/?p=8547"},"modified":"2023-12-20T19:45:10","modified_gmt":"2023-12-20T19:45:10","slug":"eth-zurichs-robot-masters-labyrinth-game-with-machine-learning","status":"publish","type":"post","link":"https:\/\/dailyai.com\/ru\/2023\/12\/eth-zurichs-robot-masters-labyrinth-game-with-machine-learning\/","title":{"rendered":"\u0420\u043e\u0431\u043e\u0442 \u0438\u0437 ETH Zurich \u043e\u0441\u0432\u0430\u0438\u0432\u0430\u0435\u0442 \u0438\u0433\u0440\u0443 \u0432 \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f"},"content":{"rendered":"<p><b>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0437 ETH Zurich \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0440\u043e\u0431\u043e\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0440\u0435\u0448\u0430\u0442\u044c \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0435 \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442\u044b \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0441 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u0435\u043c.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u041a\u0430\u043a \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u043e\u043f\u0438\u0441\u0430\u043d\u043e \u0432 <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2312.09906.pdf\"><span style=\"font-weight: 400;\">\u0438\u0445 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435<\/span><\/a><span style=\"font-weight: 400;\"> \"Sample-Efficient Learning to Solve a Real-World Labyrinth Game Using Data-Augmented Model-Based Reinforcement Learning\" - \u044d\u0442\u043e\u0442 \u0440\u043e\u0431\u043e\u0442 \u0441 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c \u0441\u043f\u0440\u0430\u0432\u0438\u043b\u0441\u044f \u0441 \u0438\u0433\u0440\u043e\u0439-\u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442\u043e\u043c BRIO \u0432\u0441\u0435\u0433\u043e \u0437\u0430 \u043f\u044f\u0442\u044c \u0447\u0430\u0441\u043e\u0432 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u043f\u0440\u0435\u0432\u0437\u043e\u0439\u0434\u044f \u0432\u0441\u0435 \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0435 \u043f\u043e\u043f\u044b\u0442\u043a\u0438.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0418\u0433\u0440\u0430-\u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442 BRIO, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0437\u043d\u0430\u043a\u043e\u043c\u0430 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u043c, - \u044d\u0442\u043e \u0442\u0435\u0441\u0442 \u043d\u0430 \u043c\u0435\u043b\u043a\u0443\u044e \u043c\u043e\u0442\u043e\u0440\u0438\u043a\u0443 \u0438 \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0435 \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u0439 \u043e\u0442 \u0438\u0433\u0440\u043e\u043a\u043e\u0432 \u043f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 \u0441\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0448\u0430\u0440\u0438\u043a \u0447\u0435\u0440\u0435\u0437 \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442, \u043d\u0430\u043a\u043b\u043e\u043d\u044f\u044f \u0438\u0433\u0440\u043e\u0432\u043e\u0435 \u043f\u043e\u043b\u0435.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u043a\u0430\u0436\u0443\u0449\u0443\u044e\u0441\u044f \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u0443, \u0438\u0433\u0440\u0430 \u0441\u043b\u043e\u0436\u043d\u0430 \u0438\u0437-\u0437\u0430 \u0432\u0437\u0430\u0438\u043c\u043e\u0441\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u043c\u044f\u0447\u043e\u043c \u0438 \u0441\u0442\u0435\u043d\u0430\u043c\u0438, \u043d\u0435\u0440\u043e\u0432\u043d\u043e\u0441\u0442\u0435\u0439 \u043f\u043e\u0432\u0435\u0440\u0445\u043d\u043e\u0441\u0442\u0438 \u0438 \u043d\u0435\u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0439 \u0434\u0438\u043d\u0430\u043c\u0438\u043a\u0438 \u0440\u0443\u0447\u0435\u043a \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f. \u042d\u0442\u0438 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0434\u0435\u043b\u0430\u044e\u0442 \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442 \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u044b\u043c \u043c\u0435\u0441\u0442\u043e\u043c \u0434\u043b\u044f \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0438 \u043e\u0446\u0435\u043d\u043a\u0438 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0440\u043e\u0431\u043e\u0442\u043e\u0432.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041a\u043e\u043c\u0430\u043d\u0434\u0430 ETH Zurich, \u0432\u043e\u0437\u0433\u043b\u0430\u0432\u043b\u044f\u0435\u043c\u0430\u044f \u0422\u043e\u043c\u0430\u0441\u043e\u043c \u0411\u0438 \u0438 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u043e\u0440\u043e\u043c \u0420\u0430\u0444\u0444\u0430\u044d\u043b\u043b\u043e \u0414'\u0410\u043d\u0434\u0440\u0435\u0430, \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0430 \u043c\u0435\u0442\u043e\u0434, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0439 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u044c \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f \u0438\u0437 \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442\u0430, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0441 \u043a\u0430\u043c\u0435\u0440\u044b.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041f\u0440\u043e\u0446\u0435\u0441\u0441 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0418\u0418 \u043e\u0441\u043d\u043e\u0432\u0430\u043d \u043d\u0430 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0438 \u0441 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u0435\u043c, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u043e\u043c \u043d\u0430 \u043c\u043e\u0434\u0435\u043b\u0438, \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0432\u043e\u0437\u043d\u0430\u0433\u0440\u0430\u0436\u0434\u0435\u043d\u0438\u044f, \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u043c\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0435\u0441\u0441\u043e\u043c \u0432 \u043f\u0440\u043e\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u0438 \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442\u0430.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041f\u043e\u0441\u043b\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0440\u043e\u0431\u043e\u0442 \u0441 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u043f\u0440\u0435\u043e\u0434\u043e\u043b\u0435\u043b \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442 \u0441 \u043a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442\u043e\u043c \u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0441\u0442\u0438 76% \u0438 \u0441\u0440\u0435\u0434\u043d\u0438\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0435\u043c \u043f\u0440\u043e\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u044f 15,73 \u0441\u0435\u043a\u0443\u043d\u0434\u044b. \u042d\u0442\u043e \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u043b\u0443\u0447\u0448\u0435, \u0447\u0435\u043c \u043b\u0443\u0447\u0448\u0438\u0439 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0438\u0439 \u0440\u0435\u043a\u043e\u0440\u0434 - 15,95 \u0441\u0435\u043a\u0443\u043d\u0434\u044b.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u041a\u0430\u043a \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u043b\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u043a\u0430\u043c\u0435\u0440\u0443 \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0441\u0432\u0435\u0440\u0445\u0443 \u0432\u043d\u0438\u0437, \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u044f \u0442\u0430\u043a\u0438\u0435 \u0432\u0430\u0436\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u043a\u0430\u043a \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0448\u0430\u0440\u0430 \u0438 \u0440\u0430\u0441\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442\u0430. \u041c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 <\/span><span style=\"font-weight: 400;\">\u041c\u0435\u0442\u043e\u0434\u044b \u0437\u0435\u0440\u043a\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0439 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0442 \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442\u044c \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0438 \u0443\u043b\u0443\u0447\u0448\u0438\u0442\u044c \u043e\u0431\u043e\u0431\u0449\u0435\u043d\u0438\u0435.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u042d\u0442\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0448\u0430\u0433 \u0432\u043f\u0435\u0440\u0435\u0434 \u0432 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0438 \u0418\u0418 \u0432 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u043d\u044b\u0445, \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445. \u041a\u043e\u043c\u0430\u043d\u0434\u0430 ETH \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u0435\u0442 \u043e\u0442\u043a\u0440\u044b\u0442\u044c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u043a\u043e\u0434 \u0441\u0432\u043e\u0435\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430, \u043f\u043e\u043b\u0430\u0433\u0430\u044f, \u0447\u0442\u043e \u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0441\u043b\u0443\u0436\u0438\u0442\u044c \u0446\u0435\u043d\u043d\u044b\u043c \u044d\u0442\u0430\u043b\u043e\u043d\u043e\u043c \u0434\u043b\u044f \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0438\u0445 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0418\u0418 \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u043d\u0438\u0437\u043a\u0438\u043c \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f\u043c \u043a \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0443, \u0441\u043a\u0440\u043e\u043c\u043d\u043e\u0439 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u0438 \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0435 \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u044f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u044b \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b <\/span><a href=\"https:\/\/www.cyberrunner.ai\/\"><span style=\"font-weight: 400;\">\u043d\u0430 \u044d\u0442\u043e\u043c \u0441\u0430\u0439\u0442\u0435,<\/span><\/a><span style=\"font-weight: 400;\"> \u0430 \u043d\u0438\u0436\u0435 \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0432\u0438\u0434\u0435\u043e\u0440\u043e\u043b\u0438\u043a \u043e \u0440\u0430\u0431\u043e\u0442\u0435 \u0438\u043d\u0442\u0440\u0438\u0433\u0443\u044e\u0449\u0435\u0439 \u0440\u043e\u0431\u043e\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"\u0418\u0418 \u0440\u0430\u0437\u0440\u0443\u0448\u0430\u0435\u0442 \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0433\u0440\u0430\u043d\u0438\u0446\u044b: CyberRunner, \u0441\u0432\u0435\u0440\u0445\u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0438\u0439 \u0440\u043e\u0431\u043e\u0442 \u0441 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/zQMKfuWZRdA?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;\">\u041e\u0434\u0438\u043d \u0438\u0437 \u0441\u043e\u0430\u0432\u0442\u043e\u0440\u043e\u0432 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f, \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u043e\u0440 <\/span><a href=\"https:\/\/raffaello.name\/\"><span style=\"font-weight: 400;\">\u0420\u0430\u0444\u0444\u0430\u044d\u043b\u043b\u043e \u0414'\u0410\u043d\u0434\u0440\u0435\u0430,<\/span><\/a><span style=\"font-weight: 400;\"> \u043f\u0440\u043e\u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043b: \"\u041c\u044b \u0441\u0447\u0438\u0442\u0430\u0435\u043c, \u0447\u0442\u043e \u044d\u0442\u043e \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u0430\u044f \u0442\u0435\u0441\u0442\u043e\u0432\u0430\u044f \u043f\u043b\u043e\u0449\u0430\u0434\u043a\u0430 \u0434\u043b\u044f \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u0418\u0418 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u043c\u0438\u0440\u0435. \u0414\u043e \u043f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u044f CyberRunner \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u044d\u0442\u043e\u0439 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043c\u043e\u0433\u043b\u0438 \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0441 \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u0431\u044e\u0434\u0436\u0435\u0442\u043e\u043c \u0438 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u043e\u0439 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043e\u0439\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"\u0422\u0435\u043f\u0435\u0440\u044c, \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u0432 \u043c\u0435\u043d\u0435\u0435 200 \u0434\u043e\u043b\u043b\u0430\u0440\u043e\u0432, \u043a\u0430\u0436\u0434\u044b\u0439 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u0443\u0447\u0430\u0441\u0442\u0438\u0435 \u0432 \u043f\u0435\u0440\u0435\u0434\u043e\u0432\u044b\u0445 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f\u0445 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0418\u0418. \u0411\u043e\u043b\u0435\u0435 \u0442\u043e\u0433\u043e, \u043a\u043e\u0433\u0434\u0430 \u0442\u044b\u0441\u044f\u0447\u0438 CyberRunners \u0432\u044b\u0439\u0434\u0443\u0442 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u043c\u0438\u0440, \u043c\u043e\u0436\u043d\u043e \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u044b\u0435 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u044b, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442\u044c \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e, \u0432 \u0433\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u043e\u043c \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0435. \u042d\u0442\u043e - \u0432\u044b\u0441\u0448\u0438\u0439 \u043f\u0438\u043b\u043e\u0442\u0430\u0436 \u0433\u0440\u0430\u0436\u0434\u0430\u043d\u0441\u043a\u043e\u0439 \u043d\u0430\u0443\u043a\u0438!\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u043f\u0435\u0440\u0435\u0434\u043e\u0432\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0445 \u0440\u043e\u0431\u043e\u0442\u043e\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0432\u044b\u0437\u044b\u0432\u0430\u0435\u0442 \u043e\u0433\u0440\u043e\u043c\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0435\u0441. \u041d\u0435\u0434\u0430\u0432\u043d\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 \u0418\u0418 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0440\u043e\u0431\u043e\u0442\u0430, \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0433\u043e <a href=\"https:\/\/dailyai.com\/ru\/2023\/11\/research-team-builds-ai-robot-to-create-oxygen-on-martian-surface\/\">\u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u043e\u0435 \u0438\u0437\u0433\u043e\u0442\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u0438\u0441\u043b\u043e\u0440\u043e\u0434\u0430<\/a> \u043a\u0430\u0442\u0430\u043b\u0438\u0437\u0430\u0442\u043e\u0440\u0430 \u0438\u0437 \u043e\u0431\u0440\u0430\u0437\u0446\u043e\u0432 \u0433\u043e\u0440\u043d\u044b\u0445 \u043f\u043e\u0440\u043e\u0434, \u0430 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f DeepMind \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0430\u043b\u0430 \u0432 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 <a href=\"https:\/\/dailyai.com\/ru\/2023\/12\/ai-and-ml-spearheading-the-journey-to-colonize-new-worlds\/\">\u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u0430\u044f \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0430\u044f \u043b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u044f<\/a> \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b\u0445 \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u0442\u044c \u0438 \u0441\u0438\u043d\u0442\u0435\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u043e\u0435\u0434\u0438\u043d\u0435\u043d\u0438\u044f. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0418\u0418-\u0440\u043e\u0431\u043e\u0442 ETH Zurich \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b \u043f\u0435\u0440\u0435\u0434\u043e\u0432\u044b\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0418\u0418 \u0432 \u0440\u0435\u0448\u0435\u043d\u0438\u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447, \u043f\u0440\u0435\u043e\u0434\u043e\u043b\u0435\u0432\u0430\u044f \u0440\u0430\u0437\u0440\u044b\u0432 \u043c\u0435\u0436\u0434\u0443 \u0442\u0435\u043e\u0440\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044f\u043c\u0438 \u0418\u0418 \u0438 \u0435\u0433\u043e \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0432 \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0440\u0435\u0434\u0430\u0445.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412 \u0431\u0443\u0434\u0443\u0449\u0435\u043c \u044d\u0442\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u044f\u0442\u0441\u044f, \u0447\u0442\u043e\u0431\u044b \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u0440\u043e\u0431\u043e\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u0443\u0434\u0443\u0442 \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u043e \u0440\u0435\u0448\u0430\u0442\u044c \u0441\u043b\u043e\u0436\u043d\u044b\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u0438\u0437 \u0412\u044b\u0441\u0448\u0435\u0439 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0448\u043a\u043e\u043b\u044b \u0426\u044e\u0440\u0438\u0445\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0440\u043e\u0431\u043e\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443, \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u0443\u044e \u0440\u0435\u0448\u0430\u0442\u044c \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0435 \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442\u044b \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0441 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u0435\u043c.  \u041a\u0430\u043a \u0441\u043e\u043e\u0431\u0449\u0430\u0435\u0442\u0441\u044f \u0432 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438 \"Sample-Efficient Learning to Solve a Real-World Labyrinth Game Using Data-Augmented Model-Based Reinforcement Learning\", \u044d\u0442\u043e\u0442 \u0440\u043e\u0431\u043e\u0442 \u0441 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c \u0441\u043f\u0440\u0430\u0432\u0438\u043b\u0441\u044f \u0441 \u0438\u0433\u0440\u043e\u0439-\u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442\u043e\u043c BRIO \u0432\u0441\u0435\u0433\u043e \u0437\u0430 \u043f\u044f\u0442\u044c \u0447\u0430\u0441\u043e\u0432 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u043f\u0440\u0435\u0432\u0437\u043e\u0439\u0434\u044f \u0432\u0441\u0435 \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0435 \u043f\u043e\u043f\u044b\u0442\u043a\u0438. \u0418\u0433\u0440\u0430-\u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442 BRIO, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0437\u043d\u0430\u043a\u043e\u043c\u0430 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u043c, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u0442\u0435\u0441\u0442 \u043d\u0430 \u043c\u0435\u043b\u043a\u0443\u044e \u043c\u043e\u0442\u043e\u0440\u0438\u043a\u0443 \u0438 \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0435 \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u0439 \u043e\u0442 \u0438\u0433\u0440\u043e\u043a\u043e\u0432 \u043f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 \u0441\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0448\u0430\u0440\u0438\u043a \u0447\u0435\u0440\u0435\u0437 \u043b\u0430\u0431\u0438\u0440\u0438\u043d\u0442, \u043d\u0430\u043a\u043b\u043e\u043d\u044f\u044f \u0438\u0433\u0440\u043e\u0432\u043e\u0435 \u043f\u043e\u043b\u0435.  \u041d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u043a\u0430\u0436\u0443\u0449\u0443\u044e\u0441\u044f \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u0443, \u0438\u0433\u0440\u0430 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u043b\u043e\u0436\u043d\u043e\u0439, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443<\/p>","protected":false},"author":2,"featured_media":8548,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[105,502],"class_list":["post-8547","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-machine-learning","tag-robot"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ETH Zurich&#039;s robot masters labyrinth game with machine learning | DailyAI<\/title>\n<meta name=\"description\" content=\"Researchers from ETH Zurich have developed a robotic system that can solve a real-world labyrinth game using advanced model-based 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