{"id":58258,"date":"2025-04-08T18:46:18","date_gmt":"2025-04-08T10:46:18","guid":{"rendered":"https:\/\/swarma.org\/?p=58258"},"modified":"2025-04-08T18:46:18","modified_gmt":"2025-04-08T10:46:18","slug":"nature%ef%bc%9adeepmind%e6%96%b0%e4%b8%80%e4%bb%a3dreamer%e6%9e%b6%e6%9e%84%e7%aa%81%e7%a0%b4%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e6%b3%9b%e5%8c%96%e7%93%b6%e9%a2%88","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=58258","title":{"rendered":"Nature\uff1aDeepMind\u65b0\u4e00\u4ee3Dreamer\u67b6\u6784\u7a81\u7834\u5f3a\u5316\u5b66\u4e60\u6cdb\u5316\u74f6\u9888"},"content":{"rendered":"<div class='wxsyncmain'>\n<section data-mpa-powered-by=\"yiban.io\" data-pm-slice=\"0 0 []\">\n<section>\n<section style=\"text-align: right\">\n<section data-mpa-powered-by=\"yiban.io\" style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px\" data-pm-slice=\"0 0 []\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px;vertical-align: top\">\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"text-align: justify\"><span><img class=\"rich_pages wxw-img\" data-backh=\"324\" data-backw=\"578\" data-galleryid=\"616746722512666624\" data-gallerysupplier=\"100\" data-imgfileid=\"100227561\" data-ratio=\"0.5604395604395604\" data-s=\"300,640\" data-type=\"png\" data-w=\"1456\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/04\/wxsync-2025-04-a55c81208753dd7155bf64431b9d3cf1.png\" \/><\/span><\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px 3px 0px 0px;max-width: 100%;float: left;line-height: 1\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: left\">\n<section style=\"margin: 0px;padding: 0px 0px 0px 10px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><span><br \/><\/span><\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: justify;font-size: 16px;line-height: 1.5\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span>\u6458\u8981<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 4px;max-width: 100%;clear: right;min-height: 4.5em !important\">\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span>\u5f00\u53d1\u4e00\u79cd\u80fd\u591f\u5e7f\u6cdb\u5b66\u4e60\u89e3\u51b3\u5404\u7c7b\u4efb\u52a1\u7684\u901a\u7528\u7b97\u6cd5\uff0c\u4e00\u76f4\u662f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u6839\u672c\u6027\u6311\u6218\u3002\u5c3d\u7ba1\u73b0\u6709\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u53ef\u8f7b\u677e\u5e94\u7528\u4e8e\u4e0e\u5176\u5f00\u53d1\u76ee\u6807\u76f8\u4f3c\u7684\u4efb\u52a1\uff0c\u4f46\u8981\u5c06\u5176\u914d\u7f6e\u5e94\u7528\u4e8e\u65b0\u9886\u57df\uff0c\u4ecd\u9700\u8017\u8d39\u5927\u91cf\u4e13\u4e1a\u4eba\u529b\u8fdb\u884c\u8c03\u8bd5\u548c\u5b9e\u9a8c\u3002\u672c\u6587\u63d0\u51fa\u7684\u7b2c\u4e09\u4ee3Dreamer\u7b97\u6cd5\uff0c\u4ec5\u51ed\u5355\u4e00\u914d\u7f6e\u5c31\u5728150\u591a\u4e2a\u4e0d\u540c\u4efb\u52a1\u4e2d\u8d85\u8d8a\u4e86\u4e13\u4e1a\u7b97\u6cd5\u3002\u8be5\u7b97\u6cd5\u901a\u8fc7\u6784\u5efa\u73af\u5883\u6a21\u578b\uff0c\u5e76\u501f\u52a9\u5bf9\u672a\u6765\u60c5\u666f\u7684\u63a8\u6f14\u6765\u4f18\u5316\u884c\u4e3a\u3002\u57fa\u4e8e\u5f52\u4e00\u5316\u3001\u5e73\u8861\u548c\u8f6c\u6362\u7684\u9c81\u68d2\u6027\u6280\u672f\uff0c\u786e\u4fdd\u4e86\u8de8\u9886\u57df\u5b66\u4e60\u7684\u7a33\u5b9a\u6027\u3002\u636e\u6211\u4eec\u6240\u77e5\uff0cDreamer\u662f\u9996\u4e2a\u65e0\u9700\u4eba\u7c7b\u6570\u636e\u6216\u8bfe\u7a0b\u8bbe\u8ba1\uff0c\u4ec5\u51ed\u50cf\u7d20\u8f93\u5165\u548c\u5f00\u653e\u4e16\u754c\u4e2d\u7a00\u758f\u5956\u52b1\uff0c\u5c31\u80fd\u4ece\u96f6\u5f00\u59cb\u91c7\u96c6\u300a\u6211\u7684\u4e16\u754c\u300b\u94bb\u77f3\u7684\u7b97\u6cd5\u2014\u2014\u8fd9\u4e00\u6210\u5c31\u66fe\u88ab\u5b66\u672f\u754c\u89c6\u4e3a\u68c0\u9a8c\u4eba\u5de5\u667a\u80fd\u80fd\u5426\u5b9e\u73b0\u957f\u8fdc\u50cf\u7d20\u7ea7\u63a2\u7d22\u7684\u91cd\u8981\u6311\u6218\u3002\u6211\u4eec\u7684\u7814\u7a76\u4f7f\u5f97\u65e0\u9700\u5927\u91cf\u5b9e\u9a8c\u5373\u53ef\u89e3\u51b3\u590d\u6742\u63a7\u5236\u95ee\u9898\uff0c\u6781\u5927\u62d3\u5c55\u4e86\u5f3a\u5316\u5b66\u4e60\u7684\u5e94\u7528\u8303\u56f4\u3002<\/span><\/span><\/strong><\/p>\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span><br \/><\/span><\/span><\/strong><\/p>\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span>\u5173\u952e\u8bcd\uff1a<\/span><span>DeepMind\u3001DreamerV3\u7b97\u6cd5\u3001\u901a\u7528\u5f3a\u5316\u5b66\u4e60\uff08General RL\uff09\u3001\u4e16\u754c\u6a21\u578b\uff08World Model\uff09\u3001\u300a\u6211\u7684\u4e16\u754c\u300b\uff08Minecraft\uff09\u3001\u65e0\u76d1\u7763\u5b66\u4e60\uff08Unsupervised Learning\uff09\u3001\u591a\u4efb\u52a1\u6cdb\u5316\uff08Multi-task Generalization\uff09<\/span><\/span><\/strong><\/p>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px;text-align: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;line-height: 0\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.07314814814814814\" data-type=\"png\" data-w=\"1080\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;width: 677px !important;height: auto !important\" data-fileid=\"100098753\" data-imgfileid=\"100227057\" src=\"\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: right; margin-top: 10px; margin-bottom: 10px; letter-spacing: 0.544px; color: rgb(63, 63, 63); font-family: PingFangSC-light; font-size: 15px; background-color: rgb(255, 255, 255); -webkit-tap-highlight-color: transparent; outline: 0px; vertical-align: middle; display: inline-block; line-height: 0; visibility: visible;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\">\u96c6\u667a\u7f16\u8f91\u90e8<span style=\"font-weight: bold\">\u4e28\u4f5c\u8005<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: right; margin-top: 10px; margin-bottom: 10px; letter-spacing: 0.544px; color: rgb(63, 63, 63); font-family: PingFangSC-light; font-size: 15px; background-color: rgb(255, 255, 255); -webkit-tap-highlight-color: transparent; outline: 0px; vertical-align: middle; display: inline-block; line-height: 0; visibility: visible;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><br \/><\/span><\/p>\n<section data-pm-slice=\"0 0 []\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.47289156626506024\" data-type=\"png\" data-w=\"1328\" data-width=\"1328\" data-height=\"628\" data-imgfileid=\"100227552\" src=\"\/wp-content\/uploads\/2025\/04\/wxsync-2025-04-4466fca9a56f6fc49058ea6a3ecc58d4.png\" \/><\/section>\n<blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u8bba\u6587\u9898\u76ee\uff1aMastering diverse control tasks through world models<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u53d1\u8868\u65f6\u95f4\uff1a2025\u5e744\u67082\u65e5<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s41586-025-08744-2<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u671f\u520a\u540d\u79f0\uff1a<\/span><\/span><em style=\"font-size: 15px\"><span><span>Nature<\/span><\/span><\/em><\/p>\n<\/blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0c\u5f00\u53d1\u4e00\u79cd\u65e0\u9700\u8c03\u6574\u8d85\u53c2\u6570\u5373\u53ef\u9002\u5e94\u591a\u6837\u5316\u4efb\u52a1\u7684\u901a\u7528\u5f3a\u5316\u5b66\u4e60<\/span><span>\uff08RL\uff09<\/span><span>\u7b97\u6cd5\uff0c\u4e00\u76f4\u662f\u7814\u7a76\u8005\u8ffd\u9010\u7684\u201c\u5723\u676f\u201d\u3002\u4f20\u7edfRL\u7b97\u6cd5<\/span><span>\uff08\u5982PPO\uff09<\/span><span>\u9700\u9488\u5bf9\u4e0d\u540c\u4efb\u52a1\u8fdb\u884c\u7e41\u7410\u8c03\u53c2\uff0c\u800c\u4e13\u7528\u7b97\u6cd5<\/span><span>\uff08\u5982MuZero\uff09<\/span><span>\u867d\u6027\u80fd\u5353\u8d8a\u5374\u96be\u4ee5\u8fc1\u79fb\u30022025\u5e744\u6708\uff0cGoogle DeepMind\u5728\u300aNature\u300b\u53d1\u8868\u7b2c\u4e09\u4ee3Dreamer\u7b97\u6cd5<\/span><span>\uff08DreamerV3\uff09<\/span><span>\uff0c\u4ee5<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5355\u4e00\u56fa\u5b9a\u914d\u7f6e<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u57288\u5927\u9886\u57df\u3001150\u4f59\u9879\u4efb\u52a1\u4e2d\u8d85\u8d8a\u4e13\u7528\u7b97\u6cd5\uff0c\u66f4\u5728\u65e0\u9700\u4eba\u7c7b\u6570\u636e\u7684\u60c5\u51b5\u4e0b\uff0c\u9996\u6b21\u5b9e\u73b0AI\u4ece\u96f6\u5f00\u59cb\u901a\u5173\u300a\u6211\u7684\u4e16\u754c\u300b\u94bb\u77f3\u6536\u96c6\u4efb\u52a1\u3002\u8fd9\u4e00\u7a81\u7834\u6807\u5fd7\u7740\u901a\u7528RL\u5411\u73b0\u5b9e\u5e94\u7528\u8fc8\u51fa\u5173\u952e\u4e00\u6b65\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>DreamerV3\u7684\u6838\u5fc3\u67b6\u6784<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>Dreamer\u7684\u6838\u5fc3\u521b\u65b0\u5728\u4e8e\u5176\u72ec\u7279\u7684\u201c\u4e16\u754c\u6a21\u578b-\u8bc4\u8bba\u8005-\u884c\u52a8\u8005<\/span><span>\uff08World Model-Critic-Actor\uff09<\/span><span>\u201d\u67b6\u6784\uff0c\u7531\u4e09\u4e2a\u795e\u7ecf\u7f51\u7edc\u534f\u540c\u5de5\u4f5c\uff0c\u901a\u8fc7&#8221;\u60f3\u8c61\u672a\u6765&#8221;\u66ff\u4ee3\u4f20\u7edfRL\u7684\u8bd5\u9519\u5b66\u4e60\uff1a<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">1. \u4e16\u754c\u6a21\u578b<\/span><\/span><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\uff1a<\/span><span>\u5c06\u9ad8\u7ef4\u611f\u5b98\u8f93\u5165<\/span><span>\uff08\u5982\u56fe\u50cf\uff09<\/span><span>\u538b\u7f29\u4e3a\u4f4e\u7ef4\u8868\u5f81<\/span><span>\uff08Latent Representation\uff09<\/span><span>\uff0c\u5e76\u9884\u6d4b\u6f5c\u5728\u884c\u52a8\u7684\u672a\u6765\u72b6\u6001\u548c\u5956\u52b1\uff0c\u5176\u5173\u952e\u7ec4\u4ef6\u5305\u62ec\u7f16\u7801\u5668\u3001\u5e8f\u5217\u6a21\u578b\u548c\u52a8\u6001\u9884\u6d4b\u5668\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">2. \u8bc4\u8bba\u8005<\/span><\/span><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\uff08Critic\uff09\uff1a<\/span><span>\u8bc4\u4f30\u60f3\u8c61\u8f68\u8ff9\u7684\u957f\u671f\u4ef7\u503c\uff0c\u91c7\u7528\u53cc\u70ed\u5206\u5e03\u56de\u5f52<\/span><span>\uff08Two-hot Regression\uff09<\/span><span>\u5904\u7406\u591a\u6a21\u6001\u5956\u52b1\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">3. \u884c\u52a8\u8005<\/span><\/span><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\uff08Actor\uff09\uff1a<\/span><span>\u6839\u636e\u4e16\u754c\u6a21\u578b\u7684\u9884\u6d4b\u548c\u8bc4\u8bba\u8005\u7684\u8bc4\u4f30\uff0c\u57fa\u4e8e\u5f52\u4e00\u5316\u56de\u62a5<\/span><span>\uff08Return Normalization\uff09<\/span><span>\u548c\u71b5\u6b63\u5219\u5316<\/span><span>\uff08Entropy Regularization\uff09<\/span><span>\u9009\u62e9\u6700\u4f18\u884c\u52a8\u4ee5\u6700\u5927\u5316\u6536\u76ca\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e0e\u4f20\u7edfRL\u7b97\u6cd5\u4e0d\u540c\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>Dreamer\u5b8c\u5168\u4f9d\u8d56\u4e16\u754c\u6a21\u578b\u751f\u6210\u7684\u62bd\u8c61\u8f68\u8ff9\u8fdb\u884c\u51b3\u7b56\uff0c\u800c\u975e\u76f4\u63a5\u4e0e\u73af\u5883\u4ea4\u4e92<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002\u8fd9\u79cd\u8bbe\u8ba1\u80fd\u591f\u663e\u8457\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\uff0c\u540c\u65f6\u63d0\u9ad8\u7b97\u6cd5\u7684\u901a\u7528\u6027\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.35780240073868885\" data-type=\"png\" data-w=\"2166\" data-width=\"2166\" data-height=\"775\" data-imgfileid=\"100227554\" src=\"\/wp-content\/uploads\/2025\/04\/wxsync-2025-04-e52b1d85624ac070245839a816ff89c3.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"m985qutc1ptn\" data-pm-slice=\"0 0 []\"><span>\u56fe 1. Dreamer\u7684\u8bad\u7ec3\u8fc7\u7a0b<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h3>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u5173\u952e\u6280\u672f\uff1a\u63d0\u5347\u8de8\u9886\u57df\u7a33\u5b9a\u6027<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e3a\u5b9e\u73b0\u8de8\u9886\u57df\u9c81\u68d2\u6027\uff0cDreamerV3\u5f15\u5165\u56db\u9879\u6838\u5fc3\u6280\u672f\uff1a<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">1. Symlog-Symexp\u53d8\u6362<\/span><\/span><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\uff1a<\/span><span>\u5bf9\u8f93\u5165\u548c\u5956\u52b1\u8fdb\u884c\u53cc\u5bf9\u79f0\u5bf9\u6570\u538b\u7f29\uff0c\u907f\u514d\u6781\u7aef\u503c\u5e72\u6270<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">2. KL\u5e73\u8861\u4e0e\u81ea\u7531\u6bd4\u7279<\/span><\/span><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\uff1a<\/span><span>\u52a8\u6001\u8c03\u6574\u4e16\u754c\u6a21\u578b\u7684\u76ee\u6807\u51fd\u6570\u6743\u91cd\uff0c\u9632\u6b62\u8868\u5f81\u5d29\u584c<\/span><span>\uff08Collapse\uff09<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">3. \u767e\u5206\u4f4d\u56de\u62a5\u5f52\u4e00\u5316\uff08Percentile Return Normalization\uff09<\/span><\/span><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\uff1a<\/span><span>\u5c06\u56de\u62a5\u7f29\u653e\u81f3[0,1]\u533a\u95f4\uff0c\u5e73\u8861\u63a2\u7d22\u4e0e\u5229\u7528<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">4. \u53cc\u70ed\u635f\u5931\uff08Two-hot Loss\uff09<\/span><\/span><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\uff1a<\/span><span>\u5c06\u8fde\u7eed\u503c\u9884\u6d4b\u8f6c\u5316\u4e3a\u5206\u7c7b\u95ee\u9898\uff0c\u53ef\u89e3\u51b3\u591a\u6a21\u6001\u5206\u5e03\u96be\u9898<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fd9\u4e9b\u6280\u672f\u5171\u540c\u4f5c\u7528\uff0c\u4f7fDreamerV3\u5728\u4eceAtari\u6e38\u620f\u5230\u673a\u5668\u4eba\u63a7\u5236\u7684\u8de8\u8d8a\u4e2d\u4fdd\u6301\u8d85\u53c2\u6570\u4e0d\u53d8\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.3655367231638418\" data-type=\"png\" data-w=\"1770\" data-width=\"1770\" data-height=\"647\" data-imgfileid=\"100227555\" src=\"\/wp-content\/uploads\/2025\/04\/wxsync-2025-04-87be48c097c4022419f9a982123bcdc8.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"m985rwoj2521\" data-pm-slice=\"0 0 []\"><span>\u56fe 2. \u4e16\u754c\u6a21\u578b\u7684\u89c6\u9891\u9884\u6d4b\u3002<\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h2>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h2>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u6027\u80fd\u9a8c\u8bc1\uff1a\u78be\u538b\u4e13\u7528\u7b97\u6cd5<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7814\u7a76\u56e2\u961f\u4ece\u56db\u4e2a\u7ef4\u5ea6\u9a8c\u8bc1\u4e86Dreamer\u7684\u6027\u80fd\uff1a<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>1. \u57fa\u51c6\u6d4b\u8bd5\uff1a\u5168\u9762\u8986\u76d6\u591a\u6837\u5316\u4efb\u52a1<\/span><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u5305\u62ec\u8fde\u7eed\u63a7\u5236<\/span><span>\uff08\u5982\u673a\u5668\u4eba\u8fd0\u52a8\uff09<\/span><span>\u3001\u79bb\u6563\u52a8\u4f5c<\/span><span>\uff08\u5982\u6e38\u620f\u64cd\u4f5c\uff09<\/span><span>\u3001\u89c6\u89c9\u8f93\u5165<\/span><span>\uff08\u5982\u50cf\u7d20\u7ea7\u51b3\u7b56\uff09<\/span><span>\u7b498\u4e2a\u9886\u57df\u7684150\u591a\u9879\u4efb\u52a1\u4e2d\uff0cDreamer\u7684\u8868\u73b0\u4e0e\u4e13\u7528\u7b97\u6cd5\u76f8\u5f53\u751a\u81f3\u66f4\u4f18\u3002\u4f8b\u5982\uff0c\u5728Atari\u6e38\u620f\u548c\u673a\u5668\u4eba\u63a7\u5236\u4efb\u52a1\u4e2d\uff0cDreamer\u65e0\u9700\u8c03\u6574\u5373\u53ef\u8fbe\u5230\u9876\u5c16\u6c34\u5e73\uff0c\u8bc1\u660e\u4e86\u5176\u6cdb\u5316\u80fd\u529b\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.1488933601609658\" data-type=\"png\" data-w=\"1988\" style=\"width:100%\" data-width=\"1988\" data-height=\"296\" data-backw=\"562\" data-backh=\"84\" data-imgfileid=\"100227551\" src=\"\/wp-content\/uploads\/2025\/04\/wxsync-2025-04-d116569937ebcd9faaa92b092e49ccb5.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"m985s7wtato\" data-pm-slice=\"0 0 []\"><span>\u56fe 3. \u57fa\u51c6\u6d4b\u8bd5\u5206\u6570\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>2.\u300a\u6211\u7684\u4e16\u754c\u300b\u94bb\u77f3\u6311\u6218\uff1a\u65e0\u4eba\u7c7b\u6570\u636e\u7684\u7a81\u7834<\/span><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u300a\u6211\u7684\u4e16\u754c\u300b\u7684\u94bb\u77f3\u6536\u96c6\u4efb\u52a1\u9700\u8981\u667a\u80fd\u4f53\u901a\u8fc7\u590d\u6742\u7684\u884c\u4e3a\u94fe<\/span><span>\uff08\u5982\u8d44\u6e90\u91c7\u96c6\u3001\u5de5\u5177\u5236\u4f5c\uff09<\/span><span>\u8fbe\u6210\u76ee\u6807\uff0c\u4eba\u7c7b\u73a9\u5bb6\u901a\u5e38\u970020\u5206\u949f\u5b8c\u6210\u3002\u6b64\u524d\uff0cAI\u7b97\u6cd5\u9700\u4f9d\u8d56\u4eba\u7c7b\u6570\u636e<\/span><span>\uff08\u5982\u89c6\u9891\u9884\u8bad\u7ec3VPT\uff09<\/span><span>\u6216\u8bfe\u7a0b\u5b66\u4e60\uff0c\u800cDreamer\u9996\u6b21\u5728\u65e0\u4efb\u4f55\u5148\u9a8c\u77e5\u8bc6\u7684\u60c5\u51b5\u4e0b\uff0c\u4ec5\u901a\u8fc71\u4ebf\u73af\u5883\u6b65\u6570<\/span><span>\uff08\u7ea610\u5c0f\u65f6\uff09<\/span><span>\u6210\u529f\u6316\u5230\u94bb\u77f3\uff0c\u8fd9\u4e00\u6210\u679c\u5c55\u793a\u4e86\u65e0\u76d1\u7763\u5b66\u4e60\u7684\u5de8\u5927\u6f5c\u529b\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.34933333333333333\" data-type=\"png\" data-w=\"1500\" data-width=\"1500\" data-height=\"524\" data-imgfileid=\"100227553\" src=\"\/wp-content\/uploads\/2025\/04\/wxsync-2025-04-2da31de14454d3703acb2ef66f4fcbed.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"m985sgj31s90\" data-pm-slice=\"0 0 []\"><span>\u56fe 4. \u300a\u6211\u7684\u4e16\u754c\u300b\u94bb\u77f3\u6311\u6218\u7684\u8868\u73b0\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>3. \u6d88\u878d\u5b9e\u9a8c\uff1a\u9c81\u68d2\u6027\u6280\u672f\u7684\u5173\u952e\u4f5c\u7528<\/span><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u901a\u8fc7\u6d88\u878d\u7814\u7a76\uff0c\u56e2\u961f\u9a8c\u8bc1\u4e86Dreamer\u5404\u7ec4\u4ef6\u7684\u91cd\u8981\u6027\uff1a<\/span><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u4e16\u754c\u6a21\u578b\u7684\u5e73\u8861\u6027<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5e93\u5c14\u5df4\u514b-\u83b1\u4f2f\u52d2<\/span><span>\uff08KL\uff09<\/span><span>\u5e73\u8861\u548c\u81ea\u7531\u6bd4\u7279\u6280\u672f\u5bf9\u7a33\u5b9a\u8bad\u7ec3\u81f3\u5173\u91cd\u8981\u3002<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u65e0\u76d1\u7763\u76ee\u6807\u7684\u4e3b\u5bfc\u6027<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5373\u4f7f\u5c4f\u853d\u4efb\u52a1\u7279\u5b9a\u5956\u52b1\u4fe1\u53f7\uff0cDreamer\u4ecd\u80fd\u901a\u8fc7\u4e16\u754c\u6a21\u578b\u7684\u65e0\u76d1\u7763\u5b66\u4e60\u5b9e\u73b0\u9ad8\u6548\u8868\u5f81\u3002\u8fd9\u8868\u660e\u672a\u6765\u53ef\u901a\u8fc7\u4e92\u8054\u7f51\u89c6\u9891\u7b49\u65e0\u76d1\u7763\u6570\u636e\u8fdb\u4e00\u6b65\u9884\u8bad\u7ec3\u6a21\u578b\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>4. \u6269\u5c55\u6027\uff1a\u6a21\u578b\u89c4\u6a21\u4e0e\u6027\u80fd\u7684\u6b63\u76f8\u5173<\/span><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728Crafter\u548cDMLab\u4efb\u52a1\u4e2d\uff0c\u56e2\u961f\u6d4b\u8bd5\u4e86\u53c2\u6570\u89c4\u6a21\u4ece1200\u4e07\u52304\u4ebf\u76846\u4e2a\u6a21\u578b\u3002\u7ed3\u679c\u663e\u793a\uff0c\u66f4\u5927\u7684\u6a21\u578b\u548c\u66f4\u9ad8\u7684\u68af\u5ea6\u66f4\u65b0\u6b21\u6570\u76f4\u63a5\u63d0\u5347\u4e86\u4efb\u52a1\u6027\u80fd\uff0c\u540c\u65f6\u964d\u4f4e\u4e86\u6570\u636e\u9700\u6c42\u3002\u8fd9\u4e00\u53d1\u73b0\u4e3a\u901a\u8fc7\u8ba1\u7b97\u8d44\u6e90\u6269\u5c55\u63d0\u5347AI\u80fd\u529b\u63d0\u4f9b\u4e86\u660e\u786e\u8def\u5f84\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.44805194805194803\" data-type=\"png\" data-w=\"1540\" data-width=\"1540\" data-height=\"690\" data-imgfileid=\"100227556\" src=\"\/wp-content\/uploads\/2025\/04\/wxsync-2025-04-28410870882f429189e8e4f48c569340.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"m985t1roa0x\" data-pm-slice=\"0 0 []\"><span>\u56fe 5. \u6d88\u878d\u548c\u7a33\u5065\u7684 Dreamer \u89c4\u6a21\u7f29\u653e\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u672a\u6765\u65b9\u5411\uff1a\u4ece\u901a\u7528\u6a21\u578b\u5230\u901a\u7528\u667a\u80fd<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>Dreamer\u7684\u6210\u529f\u4e3aAI\u7814\u7a76\u5f00\u8f9f\u4e86\u591a\u6761\u65b0\u8def\u5f84\uff1a<\/span><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u8de8\u9886\u57df\u4e16\u754c\u6a21\u578b<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u8bad\u7ec3\u5355\u4e00\u6a21\u578b\u638c\u63e1\u591a\u9886\u57df\u77e5\u8bc6\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u901a\u7528\u667a\u80fd\u3002<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u65e0\u76d1\u7763\u9884\u8bad\u7ec3<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5229\u7528\u4e92\u8054\u7f51\u89c6\u9891\u7b49\u6d77\u91cf\u6570\u636e\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u521d\u59cb\u80fd\u529b\u3002<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u673a\u5668\u4eba\u5e94\u7528<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5c06Dreamer\u7684\u9c81\u68d2\u6027\u8fc1\u79fb\u81f3\u73b0\u5b9e\u4e16\u754c\u7684\u673a\u5668\u4eba\u63a7\u5236\u4efb\u52a1\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>DeepMind\u7684\u8fd9\u9879\u7814\u7a76\u4e0d\u4ec5\u89e3\u51b3\u4e86\u5f3a\u5316\u5b66\u4e60\u7684\u8106\u6027\u95ee\u9898\uff0c\u66f4\u63a8\u52a8\u4e86AI\u4ece\u201c\u4e13\u7528\u5de5\u5177\u201d\u5411\u201c\u901a\u7528\u52a9\u624b\u201d\u7684\u8f6c\u53d8\u3002\u968f\u7740\u8ba1\u7b97\u8d44\u6e90\u7684\u589e\u957f\u548c\u6570\u636e\u5229\u7528\u6548\u7387\u7684\u63d0\u5347\uff0cDreamer\u6216\u5c06\u6210\u4e3a\u672a\u6765\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u57fa\u77f3\u4e4b\u4e00\u3002<\/span><\/span><\/p>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;text-align: justify;text-indent: 0px;text-transform: none;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;text-align: justify;text-indent: 0px;text-transform: none;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;text-align: center;justify-content: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto\">\n<section style=\"margin: 0px 0px -15px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 10px;max-width: 100%;font-size: 16px;line-height: 2;letter-spacing: 3px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span>\u300cAI\u65f6\u4ee3\u7684\u5b66\u4e60\uff1a\u5171\u63a2\u5b66\u4e60\u7684\u590d\u6742\u6027\u300d\u4e3b\u9898\u8bfb\u4e66\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;clear: both;min-height: 1em;line-height: 2em\"><span><br \/><\/span><\/section>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><span>\u5728\u6280\u672f\u6d6a\u6f6e\u7684\u51b2\u51fb\u4e0b\uff0c\u667a\u80fd\u65f6\u4ee3\u5bf9\u4eba\u624d\u57f9\u517b\u7684\u9700\u6c42\u6b63\u53d1\u751f\u6839\u672c\u6027\u8f6c\u53d8\u2014\u2014\u5b66\u4e60\u5df2\u4e0d\u518d\u5c40\u9650\u4e8e\u7b80\u5355\u7684\u77e5\u8bc6\u4f20\u9012\u4e0e\u8bb0\u5fc6\uff0c\u5f53\u673a\u5668\u80fd\u591f\u66ff\u4ee3\u7a0b\u5f0f\u5316\u6280\u80fd\uff0c\u4eba\u7c7b\u7684\u521b\u9020\u529b\u3001\u6279\u5224\u6027\u601d\u7ef4\u4e0e\u8de8\u754c\u534f\u4f5c\u80fd\u529b\u5c06\u6210\u4e3a\u6838\u5fc3\u7ade\u4e89\u529b\uff1b\u5f53\u77e5\u8bc6\u66f4\u65b0\u5468\u671f\u4ee5\u6708\u751a\u81f3\u5929\u4e3a\u5355\u4f4d\u8fed\u4ee3\uff0c\u6559\u80b2\u7684\u4f7f\u547d\u4e0d\u518d\u662f\u586b\u9e2d\u5f0f\u704c\u8f93\uff0c\u800c\u662f\u57f9\u517b\u7ec8\u8eab\u5b66\u4e60\u8005\u7684\u81ea\u9002\u5e94\u80fd\u529b\u3002<\/span><\/span><\/p>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px;letter-spacing: 0.544px\"><span><br \/><\/span><\/span><\/p>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;line-height: 2em\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%;font-size: 15px;letter-spacing: 0.544px\"><span>\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u6c5f\u5357\u5927\u5b66\u6559\u6388\u738b\u5fd7\u519b\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u6559\u6388\u5d14\u5149\u4f50\uff0c\u7ffc\u9e25\u6559\u80b2\u521b\u59cb\u4eba\u5b8b\u519b\u6ce2\uff0cTalkingBrain \u8054\u5408\u521b\u59cb\u4eba\u6797\u601d\u6069\uff0c\u6e05\u534e\u5927\u5b66\u8bb2\u5e08\u65b9\u53ef\uff0c\u5317\u4eac\u5e08\u8303\u5927\u5b66\u535a\u58eb\u540e\u90ed\u7389\u5a1f\uff0c\u5171\u540c\u53d1\u8d77<a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710722&amp;idx=1&amp;sn=1525450b1cd21fb737953390f8efe8ec&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300cAI\u65f6\u4ee3\u7684\u5b66\u4e60\uff1a\u5171\u63a2\u5b66\u4e60\u7684\u590d\u6742\u6027\u300d\u4e3b\u9898\u8bfb\u4e66\u4f1a<\/a>\u3002\u5e0c\u671b\u901a\u8fc7\u6c47\u805a\u6559\u80b2\u5b66\u3001\u7cfb\u7edf\u79d1\u5b66\u3001\u8111\u79d1\u5b66\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u793e\u4f1a\u5b66\u7b49\u591a\u9886\u57df\u4ea4\u53c9\u89c6\u89d2\uff0c\u7a81\u7834\u5355\u4e00\u5b66\u79d1\u7684\u5c40\u9650\uff0c\u5bf9\u4eba\u7c7b\u793e\u4f1a\u672a\u6765\u5b66\u4e60\u53d1\u5c55\u5f62\u6210\u66f4\u52a0\u5168\u9762\u6df1\u5165\u7684\u8ba4\u8bc6\u3002<\/span><\/span><\/p>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;text-align: justify;text-indent: 0px;text-transform: none;letter-spacing: 0.578px;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;font-family: PingFangSC-light;text-indent: 0em;letter-spacing: 0.578px;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span><br \/><\/span><\/span><\/strong><\/span><\/strong><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;text-align: justify;text-indent: 0px;text-transform: none;letter-spacing: 0.578px;line-height: 1.75em\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><strong style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%;font-family: PingFangSC-light;text-indent: 0em;letter-spacing: 0.578px;font-size: 15px\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span class=\"js_jump_icon h5_image_link\" style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%;vertical-align: bottom;overflow: hidden\"><span><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710722&amp;idx=1&amp;sn=1525450b1cd21fb737953390f8efe8ec&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.5712962962962963\" data-w=\"1080\" style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;border: 0px;max-width: 100%;vertical-align: bottom;height: auto !important;width: 661px !important\" data-backw=\"562\" data-backh=\"321\" data-imgfileid=\"100227126\" src=\"\" \/><\/a><\/span><\/span><\/span><\/strong><\/span><\/span><\/section>\n<p style=\"margin: 0px 8px 5px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<p style=\"margin: 0px 8px 5px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span>\u8be6\u60c5\u8bf7\u89c1\uff1a<a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710722&amp;idx=1&amp;sn=1525450b1cd21fb737953390f8efe8ec&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">AI\u65f6\u4ee3\u7684\u5b66\u4e60\uff1a\u5171\u63a2\u4eba\u7c7b\u5b66\u4e60\u7684\u590d\u6742\u6027<\/a><\/span><\/span><\/p>\n<p style=\"margin: 0px 8px 5px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span><br \/><\/span><\/p>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span><br \/><\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><strong style=\"letter-spacing: 0.544px;font-size: 16px;text-align: center;, Arial, sans-serif\"><strong style=\"text-align: left;font-family: PingFangSC-light;letter-spacing: 0.544px\"><span style=\"font-size: 15px;letter-spacing: 0.544px\"><span>\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><span>1.&nbsp;<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247654684&amp;idx=1&amp;sn=471421c7badfb03df26eac1ef9e9778f&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">DeepMind\u65b0\u5de5\u4f5c\uff1a\u7ec4\u5408\u8ba1\u7b97\u2014\u2014\u5173\u4e8e\u5927\u8111\u56de\u653e\u673a\u5236\u7684\u65b0\u5047\u8bf4<\/span><\/a><\/span><\/strong><span style=\"text-decoration: underline\"><strong><span><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span>2.&nbsp;<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247652803&amp;idx=1&amp;sn=dc0e6784d9a246d82dc8c83bf6a656f8&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">DeepMind\u65b0\u7814\u7a76\uff1aAI\u4e5f\u61c2\u5408\u7eb5\u8fde\u6a2a<\/span><\/a><\/span><\/strong><span style=\"text-decoration: underline\"><strong style=\"letter-spacing: 0.544px\"><span><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span>3.&nbsp;<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247629271&amp;idx=1&amp;sn=41acca61cb342a1d2dbefe7d61835fb4&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">DeepMind \u65b0\u4f5c\uff1aAI \u7cfb\u7edf\u5b9e\u73b0\u4ee5\u4eba\u4e3a\u4e2d\u5fc3\u7684\u5206\u914d\u673a\u5236\u8bbe\u8ba1<\/span><\/a><\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><\/strong><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\" data-pm-slice=\"0 0 []\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">4.&nbsp;<\/span><\/strong><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710871&amp;idx=1&amp;sn=f572fc0ff9abbc6b32185b835ed39122&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u6d8c\u73b0\u52a8\u529b\u5b66\u5982\u4f55\u7528\u6765\u5206\u6790\u590d\u6742\u7cfb\u7edf\uff1f | \u65b0\u8bfe\u4e0a\u7ebf<\/a><\/span><\/strong><\/strong><\/span><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">5.&nbsp;<\/span><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710722&amp;idx=1&amp;sn=1525450b1cd21fb737953390f8efe8ec&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">AI\u65f6\u4ee3\u7684\u5b66\u4e60\uff1a\u5171\u63a2\u4eba\u7c7b\u5b66\u4e60\u7684\u590d\u6742\u6027<\/span><\/a><\/span><\/strong><\/section>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">6.&nbsp;<\/span><\/strong><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710237&amp;idx=3&amp;sn=58ef1bd72e608f0778d03e8f271520c6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u63a2\u7d22\u8005\u8ba1\u5212 | \u96c6\u667a\u4ff1\u4e50\u90e82025\u5185\u5bb9\u56e2\u961f\u62db\u52df\uff08\u5168\u804c&amp;\u517c\u804c\uff09<\/a><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span><br \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span style=\", Arial, sans-serif;font-size: 15px;letter-spacing: 0.578px;text-indent: 0em\"><span><br \/><\/span><\/span><\/p>\n<section style=\"margin-bottom: 0px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em;margin-left: 0px;margin-right: 0px\"><span style=\"text-indent: 0em;font-family: PingFangSC-light;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: left\"><span>\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981 \u5f00\u53d1\u4e00\u79cd\u80fd\u591f\u5e7f\u6cdb\u5b66\u4e60\u89e3\u51b3\u5404\u7c7b\u4efb\u52a1\u7684\u901a\u7528\u7b97\u6cd5\uff0c\u4e00\u76f4\u662f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u6839\u672c\u6027\u6311\u6218\u3002\u5c3d\u7ba1\u73b0\u6709\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u53ef\u8f7b\u677e\u5e94\u7528\u4e8e\u4e0e\u5176\u5f00\u53d1\u76ee\u6807\u76f8\u4f3c\u7684\u4efb\u52a1\uff0c\u4f46\u8981\u5c06\u5176\u914d\u7f6e\u5e94\u7528\u4e8e\u65b0\u9886\u57df\uff0c\u4ecd\u9700\u8017\u8d39\u5927\u91cf\u4e13\u4e1a\u4eba\u529b\u8fdb\u884c\u8c03\u8bd5\u548c\u5b9e\u9a8c\u3002\u672c\u6587\u63d0\u51fa\u7684\u7b2c\u4e09\u4ee3Dreamer\u7b97\u6cd5\uff0c\u4ec5\u51ed\u5355\u4e00\u914d\u7f6e\u5c31\u5728150\u591a\u4e2a\u4e0d\u540c\u4efb\u52a1\u4e2d\u8d85\u8d8a\u4e86\u4e13\u4e1a\u7b97\u6cd5\u3002\u8be5\u7b97\u6cd5\u901a\u8fc7\u6784&#8230;<\/p>\n","protected":false},"author":0,"featured_media":58247,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/58258"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=58258"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/58258\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/58247"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=58258"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=58258"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=58258"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=58258"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}