{"id":175435,"date":"2023-11-05T10:25:53","date_gmt":"2023-11-05T16:25:53","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/11\/researchers-use-generative-simulation-to-unlock-infinite-training-data-for-robots"},"modified":"2023-11-05T10:25:53","modified_gmt":"2023-11-05T16:25:53","slug":"researchers-use-generative-simulation-to-unlock-infinite-training-data-for-robots","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/11\/researchers-use-generative-simulation-to-unlock-infinite-training-data-for-robots","title":{"rendered":"Researchers use generative simulation to unlock infinite training data for robots"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/researchers-use-generative-simulation-to-unlock-infinite-training-data-for-robots2.jpg\"><\/a><\/p>\n<p><strong>Researchers present RoboGen, a generative robotic agent that automatically learns new skills in a generative simulation.<\/strong><\/p>\n<p>The work by researchers from CMU, Tsinghua IIIS, MIT CSAIL, UMass Amherst, and the MIT-IBM AI Lab aims to leverage recent advances in generative AI to generate infinite training data for automated robot learning.<\/p>\n<p>According to the team, RoboGen is a generative robotic agent that learns various robotic tasks automatically and en masse through generative simulation. The team is using existing foundation models, such as OpenAI\u2019s GPT-4, to \u201cautomatically generate diversified tasks, scenes, and training supervisions, thereby scaling up robotic skill learning with minimal human supervision.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Researchers present RoboGen, a generative robotic agent that automatically learns new skills in a generative simulation. The work by researchers from CMU, Tsinghua IIIS, MIT CSAIL, UMass Amherst, and the MIT-IBM AI Lab aims to leverage recent advances in generative AI to generate infinite training data for automated robot learning. According to the team, RoboGen [\u2026]<\/p>\n","protected":false},"author":359,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-175435","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/175435","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=175435"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/175435\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=175435"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=175435"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=175435"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}