{"id":3290,"date":"2025-06-23T23:58:44","date_gmt":"2025-06-23T21:58:44","guid":{"rendered":"https:\/\/implementi.ai\/2025\/06\/23\/beyond-static-ai-mit-unveils-new-framework-enabling-models-to-self-learn\/"},"modified":"2025-06-23T23:58:44","modified_gmt":"2025-06-23T21:58:44","slug":"%e8%b6%85%e8%b6%8a%e9%9d%99%e6%80%81%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd-%e9%ba%bb%e7%9c%81%e7%90%86%e5%b7%a5%e5%ad%a6%e9%99%a2%e5%8f%91%e5%b8%83%e5%8f%af%e8%ae%a9%e6%a8%a1%e5%9e%8b%e8%87%aa","status":"publish","type":"post","link":"https:\/\/implementi.ai\/zh\/2025\/06\/23\/beyond-static-ai-mit-unveils-new-framework-enabling-models-to-self-learn\/","title":{"rendered":"\u8d85\u8d8a\u9759\u6001\u4eba\u5de5\u667a\u80fd\uff1a\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u63a8\u51fa\u53ef\u8ba9\u6a21\u578b\u81ea\u6211\u5b66\u4e60\u7684\u65b0\u6846\u67b6"},"content":{"rendered":"<p>\u5728\u8fc8\u5411\u66f4\u5177\u6d3b\u529b\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u51fa\u4e86\u4e00\u79cd\u7a81\u7834\u6027\u7684\u81ea\u9002\u5e94\u8bed\u8a00\u5b66\u4e60\u6a21\u578b\u3002\u5411 SEAL \u6253\u58f0\u70ed\u70c8\u7684\u62db\u547c\u5427--\u8bed\u8a00\u5b66\u4e60\u6a21\u578b\u7684\u4e0b\u4e00\u6b21\u98de\u8dc3\u5c06\u5f7b\u5e95\u6539\u53d8\u6211\u4eec\u4e0e\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002<\/p>\n<h2>\u6d77\u8c79\u7a81\u51fb\u961f\u4ecb\u7ecd <\/h2>\n<p>SEAL \u6216\u81ea\u76d1\u7763\u60c5\u8282\u5f3a\u5316\u5b66\u4e60\u5668\uff08Self-supervised Episodic Reinforcement Learner\uff09\u662f\u7531\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u5929\u624d\u4eec\u8bbe\u8ba1\u7684\u4e00\u79cd\u65b0\u9896\u6846\u67b6\uff0c\u65e8\u5728\u8d4b\u4e88\u8bed\u8a00\u6a21\u578b\u6301\u7eed\u5b66\u4e60\u548c\u9002\u5e94\u7684\u80fd\u529b\u3002\u4f20\u7edf\u6a21\u578b\u5728\u5904\u7406\u65b0\u4efb\u52a1\u3001\u5438\u6536\u65b0\u77e5\u8bc6\u6216\u8c03\u6574\u81ea\u8eab\u6027\u80fd\u65f6\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e0d\u8db3\uff0c\u800c SEAL \u5219\u4e0d\u540c\uff0c\u5b83\u9886\u5148\u4e00\u6b65\u3002\u5b83\u8d85\u8d8a\u4e86\u675f\u7f1a\u5176\u524d\u8f88\u7684\u5b66\u4e60\u754c\u9650\uff0c\u968f\u7740\u65f6\u95f4\u548c\u6570\u636e\u7684\u63a8\u79fb\u4e0d\u65ad\u8fdb\u5316\u548c\u8c03\u6574\u81ea\u5df1\u7684\u5904\u7406\u80fd\u529b\u3002<\/p>\n<h2>\u521b\u65b0\u80cc\u540e\u7684\u7406\u5ff5<\/h2>\n<p>SEAL \u6982\u5ff5\u7684\u524d\u63d0\u662f\u63d0\u5347\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u4ee5\u8ddf\u4e0a\u73b0\u5b9e\u4e16\u754c\u7684\u52a8\u6001\u53d1\u5c55\u3002\u60c5\u51b5\u5728\u53d8\u5316\uff0c\u6570\u636e\u5728\u589e\u957f\uff0c\u77e5\u8bc6\u5728\u6269\u5c55\uff0c\u8bed\u8a00\u5728\u53d1\u5c55\u3002\u6211\u4eec\u751f\u6d3b\u7684\u4e16\u754c\u4e0d\u4f1a\u505c\u6ede\u4e0d\u524d\uff0c\u56e0\u6b64\u8981\u6c42\u4eba\u5de5\u667a\u80fd\u4e5f\u80fd\u53d1\u6325\u540c\u6837\u7684\u4f5c\u7528\u4e5f\u662f\u5408\u60c5\u5408\u7406\u7684\u3002SEAL--\u4e00\u4e2a\u80fd\u8ba9\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u901a\u8fc7\u4e0d\u65ad\u5b66\u4e60\u6765\u9002\u5e94\u77ac\u606f\u4e07\u53d8\u7684\u751f\u6001\u7cfb\u7edf\u7684\u6846\u67b6\u3002<\/p>\n<p>\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u7814\u7a76\u4eba\u5458\u8bbe\u60f3\uff0cSEAL \u53ef\u4ee5\u6839\u636e\u65b0\u4efb\u52a1\u548c\u65b0\u4fe1\u606f\u8fdb\u884c\u5f00\u53d1\u548c\u8c03\u6574\uff0c\u8fd9\u5c31\u597d\u6bd4\u4eba\u7c7b\u7684\u7ec8\u8eab\u5b66\u4e60\u80fd\u529b\u3002\u6ca1\u9519\uff0cSEAL \u4e0d\u53ea\u662f\u4e3a\u4e00\u6b21\u6027\u5b66\u4e60\u8bfe\u7a0b\u800c\u7f16\u7801\uff0c\u800c\u662f\u5728\u6bcf\u4e00\u6b21\u65b0\u7684\u4e92\u52a8\u4e2d\u9002\u5e94\u3001\u5b66\u4e60\u548c\u6210\u957f\u3002<\/p>\n<p>SEAL \u7684\u8fd9\u79cd\u6301\u7eed\u5b66\u4e60\u80fd\u529b\u4e0e\u4eba\u5de5\u667a\u80fd\u9886\u57df\u666e\u904d\u91c7\u7528\u7684 \"\u4e00\u6b21\u5b66\u4e60\uff0c\u90e8\u7f72\u4f7f\u7528 \"\u6a21\u578b\u5927\u76f8\u5f84\u5ead\u3002\u8fd9\u79cd\u9759\u6001\u6a21\u578b\u5728\u56fa\u5b9a\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u8bad\u7ec3\uff0c\u7136\u540e\u90e8\u7f72\u4f7f\u7528\uff0c\u76f4\u5230\u65b0\u7248\u672c\u51fa\u73b0\u3002<\/p>\n<h2>\u6d77\u8c79\u7a81\u51fb\u961f\u4e3a\u4ec0\u4e48\u662f\u9769\u547d\u6027\u7684\uff1f<\/h2>\n<p>SEAL \u4e3a\u4f55\u5177\u6709\u9769\u547d\u6027\u610f\u4e49\uff0c\u5f52\u6839\u7ed3\u5e95\u5728\u4e8e\u5176\u9002\u5e94\u6027\u548c\u591a\u529f\u80fd\u6027\u3002\u7531\u4e8e SEAL \u80fd\u591f\u4e0d\u65ad\u878d\u5165\u65b0\u77e5\u8bc6\u548c\u65b0\u4efb\u52a1\uff0c\u56e0\u6b64\u5b83\u7684\u6f5c\u529b\u53ef\u4ee5\u4f53\u73b0\u5728\u4efb\u4f55\u9700\u8981\u8bed\u8a00\u5904\u7406\u7684\u5730\u65b9\uff0c\u5982\u5ba2\u6237\u670d\u52a1\u3001\u534f\u52a9\u4e13\u4e1a\u4eba\u58eb\u51b3\u7b56\uff0c\u751a\u81f3\u662f\u4e2a\u6027\u5316\u8f85\u5bfc\u3002<\/p>\n<p>SEAL \u7684\u6301\u7eed\u5b66\u4e60\u529f\u80fd\u65e0\u9700\u9891\u7e41\u7684\u4eba\u5de5\u5e72\u9884\u3002\u5b83\u51cf\u5c11\u4e86\u6301\u7eed\u66f4\u65b0\u4eba\u5de5\u667a\u80fd\u6240\u9700\u7684\u65f6\u95f4\u3001\u7cbe\u529b\u548c\u8d44\u6e90\uff0c\u786e\u4fdd\u90e8\u7f72\u7684\u6a21\u578b\u59cb\u7ec8\u662f\u6700\u4f73\u7248\u672c\u3002\u6b64\u5916\uff0c\u8fd9\u79cd\u6301\u7eed\u5b66\u4e60\u80fd\u529b\u8fd8\u80fd\u63d0\u9ad8\u7075\u6d3b\u6027\uff0c\u4f7f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u80fd\u591f\u5bf9\u4e0d\u65ad\u53d8\u5316\u7684\u73af\u5883\u6216\u6700\u65b0\u4fe1\u606f\u505a\u51fa\u53ca\u65f6\u54cd\u5e94\u3002<\/p>\n<p>\u6d77\u8c79\u7a81\u51fb\u961f\u7684\u81ea\u5b66\u80fd\u529b\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u8fdb\u6b65\u6807\u5fd7\uff0c\u5b83\u5c06\u63a8\u52a8\u6211\u4eec\u521b\u9020\u66f4\u51c6\u786e\u53cd\u6620\u4eba\u7c7b\u8ba4\u77e5\u7684\u4eba\u5de5\u667a\u80fd\u3002\u5b83\u6539\u53d8\u4e86\u4eba\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u5728\u90e8\u7f72\u65f6\u5c31\u80fd\u7406\u89e3\u6240\u6709\u4efb\u52a1\u7684\u4e0d\u5207\u5b9e\u9645\u7684\u671f\u671b\u3002SEAL \u4e3a\u6211\u4eec\u6307\u660e\u4e86\u4eba\u5de5\u667a\u80fd\u52a8\u6001\u5b66\u4e60\u548c\u6539\u8fdb\u7684\u672a\u6765\uff0c\u5b83\u80fd\u51c6\u786e\u6a21\u4eff\u4eba\u7c7b\u6301\u7eed\u6536\u96c6\u3001\u5438\u6536\u548c\u5e94\u7528\u77e5\u8bc6\u7684\u80fd\u529b\u3002<\/p>\n<p>\u6211\u4eec\u6b63\u7ad9\u5728\u4eba\u5de5\u667a\u80fd\u6fc0\u52a8\u4eba\u5fc3\u65f6\u4ee3\u7684\u98ce\u53e3\u6d6a\u5c16\u3002\u5229\u7528\u50cf SEAL \u8fd9\u6837\u7684\u81ea\u9002\u5e94\u8bed\u8a00\u6a21\u578b\u7684\u6f5c\u529b\uff0c\u53ef\u80fd\u4f1a\u5f7b\u5e95\u6539\u53d8\u4eba\u5de5\u667a\u80fd\u7684\u683c\u5c40\uff0c\u5e76\u91cd\u65b0\u5b9a\u4e49\u4eba\u5de5\u667a\u80fd\u4e0e\u4eba\u7c7b\u751f\u6d3b\u7684\u4e92\u52a8\u3002\u968f\u7740\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u7814\u7a76\u4eba\u5458\u4e0d\u65ad\u5b8c\u5584 SEAL\uff0c\u6211\u4eec\u70ed\u5207\u671f\u5f85\u7740\u5b83\u5c06\u5728\u4eba\u5de5\u667a\u80fd\u4e16\u754c\u4e2d\u6253\u7834\u754c\u9650\u3001\u6253\u5f00\u5927\u95e8\u3002 <\/p>\n<p>\u5982\u9700\u6df1\u5165\u4e86\u89e3\uff0c\u8bf7\u9605\u8bfb VentureBeat \u4e0a\u53d1\u5e03\u7684\u539f\u6587\uff1a <a href=\"https:\/\/venturebeat.com\/ai\/beyond-static-ai-mits-new-framework-lets-models-teach-themselves\/\" target=\"_blank\" rel=\"noopener\">\u8d85\u8d8a\u9759\u6001\u4eba\u5de5\u667a\u80fd\uff1a\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u65b0\u6846\u67b6\u8ba9\u6a21\u578b\u81ea\u5b66\u6210\u624d<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>In a stride toward more dynamic artificial intelligence systems, researchers at Massachusetts Institute of Technology have developed a ground-breaking self-adapting language learning model. Say a warm hello to SEAL &#8211; the next leap in language learning models that is tipped to revolutionize our interaction with AI technology. Introducing SEAL SEAL or Self-supervised Episodic Reinforcement Learner is a novel framework by [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3291,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[26],"tags":[],"class_list":["post-3290","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-automation"],"featured_image_src":"https:\/\/implementi.ai\/wp-content\/uploads\/2025\/06\/3290-1024x683.png","blog_images":{"medium":"https:\/\/implementi.ai\/wp-content\/uploads\/2025\/06\/3290-300x200.png","large":"https:\/\/implementi.ai\/wp-content\/uploads\/2025\/06\/3290-1024x683.png"},"ams_acf":[],"jetpack_featured_media_url":"https:\/\/implementi.ai\/wp-content\/uploads\/2025\/06\/3290.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/posts\/3290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/comments?post=3290"}],"version-history":[{"count":0,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/posts\/3290\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/media\/3291"}],"wp:attachment":[{"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/media?parent=3290"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/categories?post=3290"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/implementi.ai\/zh\/wp-json\/wp\/v2\/tags?post=3290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}