{"id":40179,"date":"2025-04-17T04:02:49","date_gmt":"2025-04-16T20:02:49","guid":{"rendered":"https:\/\/17aitech.com\/?p=40179"},"modified":"2025-04-17T04:02:49","modified_gmt":"2025-04-16T20:02:49","slug":"%e6%99%ba%e8%83%bd%e4%bd%93%e7%89%88%e3%80%8a%e8%8b%a6%e6%b6%a9%e7%9a%84%e6%95%99%e8%ae%ad%e3%80%8b%ef%bc%8c%e5%9b%be%e7%81%b5%e5%a5%96%e5%be%97%e4%b8%bbsutton%e3%80%81%e8%b0%b7%e6%ad%8crl%e5%a4%a7","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40179","title":{"rendered":"\u667a\u80fd\u4f53\u7248\u300a\u82e6\u6da9\u7684\u6559\u8bad\u300b\uff0c\u56fe\u7075\u5956\u5f97\u4e3bSutton\u3001\u8c37\u6b4cRL\u5927\u4f6cSilver\u65b0\u4f5c\uff1a\u8d85\u4eba\u667a\u80fd\u9760\u7ecf\u9a8c"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-16-2\" target=\"_blank\">\u667a\u80fd\u4f53\u7248\u300a\u82e6\u6da9\u7684\u6559\u8bad\u300b\uff0c\u56fe\u7075\u5956\u5f97\u4e3bSutton\u3001\u8c37\u6b4cRL\u5927\u4f6cSilver\u65b0\u4f5c\uff1a\u8d85\u4eba\u667a\u80fd\u9760\u7ecf\u9a8c<\/a><\/p>\n<p>\u4eba\u7c7b\u751f\u6210\u7684\u6570\u636e\u63a8\u52a8\u4e86\u4eba\u5de5\u667a\u80fd\u7684\u60ca\u4eba\u8fdb\u6b65\uff0c\u4f46\u63a5\u4e0b\u6765\u4f1a\u600e\u6837\u5462\uff1f<\/p>\n<p>\u51e0\u5929\u524d\uff0cGoogle DeepMind \u5f3a\u5316\u5b66\u4e60\u526f\u603b\u88c1 David Silver \u53c2\u4e0e\u4e86\u4e00\u573a\u64ad\u5ba2\u8bbf\u8c08\u8282\u76ee\uff0c\u63a2\u8ba8\u4e86\u5982\u4f55\u4ece\u4f9d\u8d56\u4eba\u7c7b\u6570\u636e\u7684\u65f6\u4ee3\u8fc8\u5411\u81ea\u4e3b\u5b66\u4e60\u7684\u65f6\u4ee3\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-fc3afa3c4e5a4b084c2da5b95ccaa1c3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-fc3afa3c4e5a4b084c2da5b95ccaa1c3.png\"><\/a><\/section>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0cDavid Silver \u548c\u4ed6\u7684\u8001\u5e08\u3001<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650958043&amp;idx=1&amp;sn=dc02ed349a811c96abf0270968621120&amp;scene=21#wechat_redirect\" target=\"_blank\">2024 \u5e74\u56fe\u7075\u5956<\/a>\u5f97\u4e3b Richard Sutton \u5408\u4f5c\u64b0\u5199\u7684\u8bba\u6587\u300a<strong>Welcome to the Era of Experience<\/strong>\u300b\u79f0\u4eba\u4eec\u6b63\u7ad9\u5728\u4eba\u5de5\u667a\u80fd\u65b0\u65f6\u4ee3\u7684\u95e8\u69db\u4e0a\uff0c\u5e76\u6709\u671b\u8fbe\u5230\u524d\u6240\u672a\u6709\u7684\u6c34\u5e73\uff1b\u540c\u65f6\u5c55\u671b\u4e86\u65b0\u4e00\u4ee3\u667a\u80fd\u4f53\uff0c\u8ba4\u4e3a\u5b83\u4eec\u5c06\u4e3b\u8981\u901a\u8fc7\u7ecf\u9a8c\u6765\u5b66\u4e60\uff0c\u83b7\u5f97\u8d85\u8d8a\u4eba\u7c7b\u7684\u80fd\u529b\u3002\u4ed6\u4eec\u8fd8\u63a2\u8ba8\u4e86\u5b9a\u4e49\u8fd9\u4e2a\u5373\u5c06\u5230\u6765\u7684\u65b0\u65f6\u4ee3\u7684\u5173\u952e\u7279\u5f81\u3002<\/p>\n<p>\u672a\u6765\uff0c\u8fd9\u7bc7\u8bba\u6587\u5c06\u6210\u4e3a MIT Press \u51fa\u7248\u7684\u4e66\u7c4d\u300a\u667a\u80fd\u8bbe\u8ba1\u300b\uff08Designing an Intelligence\uff09\u4e2d\u7684\u4e00\u4e2a\u7ae0\u8282\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-3cb0a8bc54af1420546ba340fb233bca.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-3cb0a8bc54af1420546ba340fb233bca.png\"><\/a><\/section>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/storage.googleapis.com\/deepmind-media\/Era-of-Experience%20\/The%20Era%20of%20Experience%20Paper.pdf<\/p>\n<p>\u4ece\u6a21\u4eff\u65f6\u4ee3\u5230\u4eba\u7c7b\u6570\u636e\u65f6\u4ee3\u518d\u5230\u7ecf\u9a8c\u65f6\u4ee3\uff0c\u6bcf\u4e2a\u65f6\u4ee3\u90fd\u6709\u76f8\u5bf9\u5e94\u7684 AI\uff08\u6216\u5927\u6a21\u578b\uff09\u6d8c\u73b0\uff0c\u671d\u7740\u8d85\u4eba\u667a\u80fd\u4e0d\u65ad\u8fc8\u8fdb\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-26b6f5553fa5a46143c28a906ce6b67f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-26b6f5553fa5a46143c28a906ce6b67f.png\"><\/a><\/section>\n<p>\u56fe\u6e90\uff1ahttps:\/\/x.com\/MaziyarPanahi\/status\/1912097667707973858<\/p>\n<p><strong>\u4eba\u7c7b\u6570\u636e\u65f6\u4ee3<\/strong><\/p>\n<p>\u8fd1\u5e74\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u901a\u8fc7\u5728\u6d77\u91cf\u4eba\u7c7b\u751f\u6210\u7684\u6570\u636e\u4e0a\u8fdb\u884c\u8bad\u7ec3\uff0c\u5e76\u901a\u8fc7\u4e13\u5bb6\u4eba\u7c7b\u793a\u4f8b\u548c\u504f\u597d\u8fdb\u884c\u5fae\u8c03\uff0c\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u6b65\u3002\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5c31\u662f\u8fd9\u79cd\u65b9\u6cd5\u7684\u5178\u8303\uff0c\u5b83\u4eec\u5df2\u7ecf\u8fbe\u5230\u4e86\u5e7f\u6cdb\u7684\u901a\u7528\u6027\u6c34\u5e73\u3002\u5982\u4eca\uff0c\u5355\u4e2a LLM 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-80f4535e74350e12a158a3e4aa4796f2.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 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