{"id":117763,"date":"2020-12-29T17:24:00","date_gmt":"2020-12-30T01:24:00","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2020\/12\/deepminds-muzero-conquers-and-learns-the-rules-as-it-does"},"modified":"2020-12-29T17:24:00","modified_gmt":"2020-12-30T01:24:00","slug":"deepminds-muzero-conquers-and-learns-the-rules-as-it-does","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2020\/12\/deepminds-muzero-conquers-and-learns-the-rules-as-it-does","title":{"rendered":"DeepMind\u2019s MuZero conquers and learns the rules as it does"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/deepminds-muzero-conquers-and-learns-the-rules-as-it-does.jpg\"><\/a><\/p>\n<p>Albert Einstein once said, \u201cYou have to learn the rules of the game, and then you have to play better than anyone else.\u201d That could well be the motto at DeepMind, as a new report reveals it has developed a program that can master complex games without even knowing the rules.<\/p>\n<p>DeepMind, a subsidiary of Alphabet, has previously made groundbreaking strides using reinforcement learning to teach programs to master the Chinese board <a href=\"https:\/\/techxplore.com\/tags\/game\/\" rel=\"tag\" class=\"\">game<\/a> Go and the Japanese strategy game Shogi, as well as chess and challenging Atari video games. In all those instances, computers were given the rules of the game.<\/p>\n<p>But <i>Nature<\/i> reported today that DeepMind\u2019s MuZero has accomplished the same feats\u2014and in some instances, beat the earlier programs\u2014without first learning the rules.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Albert Einstein once said, \u201cYou have to learn the rules of the game, and then you have to play better than anyone else.\u201d That could well be the motto at DeepMind, as a new report reveals it has developed a program that can master complex games without even knowing the rules. DeepMind, a subsidiary of [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1509,6],"tags":[],"class_list":["post-117763","post","type-post","status-publish","format-standard","hentry","category-entertainment","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/117763","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\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=117763"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/117763\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=117763"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=117763"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=117763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}