{"id":5281,"date":"2017-05-23T01:00:00","date_gmt":"2017-05-22T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-05T22:30:43","modified_gmt":"2018-12-05T14:30:43","slug":"%e6%9f%af%e6%b4%81%e8%be%93%e4%ba%86%ef%bc%8c%e6%89%80%e4%bb%a5%e6%9d%a5%e5%ad%a6%e5%ad%a6alphago%e8%83%8c%e5%90%8e%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%90%a7-%e9%87%8d%e7%a3%85","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=5281","title":{"rendered":"\u67ef\u6d01\u8f93\u4e86\uff0c\u6240\u4ee5\u6765\u5b66\u5b66AlphaGo\u80cc\u540e\u7684\u4eba\u5de5\u667a\u80fd\u5427 | \u91cd\u78c5"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<section  style=\"display: none; height: 0px;\">\n<div class=\"post-image\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534232282.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<div class=\"post-image\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534232282.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/div>\n<\/section>\n<p style=\"white-space: normal;\"><img class=\"\"      width=\"100%\" style=\"color: rgb(62, 62, 62); font-size: 16px; text-align: center; background-color: rgb(255, 255, 255); width: 670px; visibility: visible !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534232282.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<blockquote style=\"font-size: 16px; white-space: normal; color: rgb(62, 62, 62); background-color: rgb(255, 255, 255);\">\n<p style=\"margin: 10px 0.5em; letter-spacing: 0.5px;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"font-size: 13px;\">\u5f20\u6c5f&nbsp;<\/span><\/strong><\/span><span style=\"font-size: 13px;\">\u5317\u4eac\u5e08\u8303\u5927\u5b66\u526f\u6559\u6388\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u3001AI\u5b66\u56ed\u521b\u59cb\u4eba\uff0c\u817e\u8baf\u7814\u7a76\u9662\u3001\u963f\u91cc\u7814\u7a76\u9662\u3001\u7f51\u7edc\u667a\u5e93\u4e13\u5bb6\u3001\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8005\u4e0e\u5e03\u9053\u5e08\u3002<\/span><\/p>\n<\/blockquote>\n<section  class=\"mpa-template\" >\n<section donone=\"shifuMouseDownCard(&#39;shifu_c_029&#39;)\" label=\"Copyright Reserved by PLAYHUDONG.\" style=\"margin: 1em 0px; padding: 0px; max-width: 100%; color: rgb(123, 12, 0); font-size: 16px; white-space: normal; line-height: 25.6px; border-width: 0px; border-style: none; background-color: rgb(255, 255, 255); border-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\">\n<p style=\"margin: 10px 0.5em 0px; padding: 0px; max-width: 100%; line-height: 1.4; border-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\"><span style=\"margin: 0px; padding: 0px; max-width: 100%; font-size: 14px; border-color: rgb(123, 12, 0); color: rgb(255, 255, 255); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\"><strong style=\"margin: 0px; padding: 0px; max-width: 100%; border-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\"><span style=\"font-size: 14px; border-color: rgb(123, 12, 0); margin: 0px; padding: 0.2em 0.5em; max-width: 100%; font-weight: inherit; text-decoration: inherit; border-radius: 0.3em; text-align: center; background-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\">\u5bfc\u8bed<\/span><\/strong><\/span><\/p>\n<section class=\"\" style=\"margin: -0.7em 0.5em 0px; padding: 0px; max-width: 100%; border-width: 1px; border-style: solid; border-color: rgb(123, 12, 0); border-radius: 0.4em; color: rgb(123, 12, 0); font-size: 1em; box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\">\n<section style=\"margin: 0px 0.5em; padding: 1.4em 1em 1em; max-width: 100%; border-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\">\n<section style=\"margin: 0px 0.5em; padding: 0px; max-width: 100%; font-size: 1em; font-weight: inherit; text-align: inherit; text-decoration: inherit; border-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\">\n<p style=\"max-width: 100%; clear: both; min-height: 1em; border-color: rgb(123, 12, 0); text-align: left; margin-top: 10px; margin-left: 0em; margin-right: 0em; box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\"><span style=\"color: rgb(136, 136, 136); font-size: 13px; font-weight: inherit; text-decoration: inherit; text-align: inherit;\">\u53d1\u8fd9\u7bc7\u6587\u7ae0\u7684\u65f6\u5019\uff0c\u67ef\u6d01\u4e0eAlphaGo\u4e16\u7eaa\u5927\u6218\u5df2\u7ecf\u7ed3\u675f\u4e86\uff0c\u53ef\u4ee5\u8bf4\u662f\u6beb\u65e0\u60ac\u5ff5\uff0c\u67ef\u6d01\u6700\u7ec8\u8fd8\u662f\u8f93\u6389\u4e86\u4e00\u5c40\uff0c\u8fd9\u4e5f\u662f\u5728\u5927\u5bb6\u610f\u6599\u4e4b\u4e2d\u7684\u4e8b\u60c5\u3002\u4eca\u5929\u501f\u7740\u8fd9\u6837\u4e00\u4e2a\u5951\u673a\uff0c\u6211\u5199\u4e0b\u4e86\u8fd9\u7bc7\u6587\u7ae0\uff0c\u91cd\u70b9\u60f3\u548c\u5927\u5bb6\u804a\u4e00\u804aAlphaGo\u80cc\u540e\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\"><img      style=\"letter-spacing: 0.5px; white-space: normal;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232282.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6211\u4eec\u77e5\u9053\uff0c\u53bb\u5e74\u4e09\u6708\u4efd\u6218\u80dc\u56f4\u68cb\u9ad8\u624b\u674e\u4e16\u4e6d\u7684AlphaGo\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u591a\u79cdAI\u6280\u672f\u3001\u591a\u4e2a\u6df1\u5ea6\u7f51\u7edc\u7684\u6df7\u5408\u4f53\u3002\u5b83\u7684\u603b\u4f53\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><img  style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 610px; height: 322px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534232282.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5176\u4e2d\u6574\u4e2a\u67b6\u6784\u5206\u6210\u5de6\u53f3\u4e24\u90e8\u5206\uff0c\u5de6\u8fb9\u662f\u4e24\u4e2a\u795e\u7ecf\u7f51\u7edc\uff0c\u5229\u7528\u4eba\u7c7b\u7684\u8d70\u68cb\u6765\u8bad\u7ec3\u5f97\u5230\u3002DeepMind\u83b7\u53d6\u4e86\u97e9\u56fd\u7f51\u7edc\u56f4\u68cb\u5bf9\u6297\u5e73\u53f0KGS\u4e0a\u5927\u91cf\u9ad8\u624b\u8d70\u68cb\u7684\u68cb\u8c31\uff0c\u5e76\u8bad\u7ec3\u5de6\u8fb9\u7684\u795e\u7ecf\u7f51\u7edc\u6765\u9884\u6d4b\u4eba\u7c7b\u4e0b\u4e00\u6b65\u7684\u8d70\u68cb\u3002\u53f3\u4fa7\u7684\u90e8\u5206\u5219\u662f\u4e0d\u9700\u8981\u501f\u9274\u4eba\u7c7b\u4e0b\u68cb\u7684\u7ecf\u9a8c\uff0c\u673a\u5668\u5b8c\u5168\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\uff0c\u81ea\u5df1\u8ddf\u81ea\u5df1\u73a9\u4ece\u800c\u8bad\u7ec3\u7f51\u7edc\u8fbe\u5230\u5f3a\u5927\u7684\u6c34\u5e73\u3002\u636e\u8bf4\uff0c\u73b0\u5728\u7684AlphaGo\u662f\u5347\u7ea7\u7248\u672c\u7684\uff0c\u5b83\u5df2\u7ecf\u5b8c\u5168\u629b\u5f03\u4e86\u57fa\u4e8e\u4eba\u7c7b\u4e13\u5bb6\u4e0b\u68cb\u7ecf\u9a8c\u7684\u8d70\u68cb\u7f51\u7edc\uff08\u5de6\u8fb9\uff09\uff0c\u800c\u53ea\u5269\u4e0b\u4e86AlphaGo\u5de6\u53f3\u4e92\u535a\u7684\u5f3a\u5316\u5b66\u4e60\u90e8\u5206\u3002\u672c\u7bc7\u6587\u7ae0\u5c31\u4e3b\u8981\u8bb2\u8bb2\u53f3\u534a\u90e8\u5206\uff0c\u5de6\u53f3\u4e92\u640f\u7684AlphaGo\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\"><\/span><\/inherit><\/p>\n<section  class=\"mpa-template\" >\n<p style=\"max-width: 100%; min-height: 1em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255); box-sizing: border-box !important; word-wrap: break-word !important;\"><img class=\"__bg_gif\"     style=\"margin: 0px; padding: 0px; max-width: 100%; height: auto !important; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: 64px !important;\" width=\"100%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534232283.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 16px;\">\u8d70\u68cb\u7f51\u7edc<\/span><\/strong><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\"><br  \/><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u9996\u5148\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06AlphaGo\u770b\u4f5c\u662f\u4e00\u4e2a\u673a\u5668\u4eba\uff0c\u68cb\u76d8\u52a0\u5bf9\u624b\u5c31\u662f\u5b83\u6240\u9762\u4e34\u7684\u73af\u5883\u3002AlphaGo\u9700\u8981\u5b66\u4e60\u7684\u5c31\u662f\u5728\u9762\u5bf9\u4e0d\u540c\u73af\u5883\u7684\u65f6\u5019\uff0c\u5b83\u5e94\u8be5\u5982\u4f55\u8fdb\u884c\u51b3\u7b56\uff0c\u4e5f\u5c31\u662f\u7ed9\u51fa\u4e0b\u4e00\u65f6\u523b\u7684\u8d70\u68cb\u3002\u6211\u4eec\u628a\u8fd9\u79cd\u4ece\u5f53\u524d\u68cb\u5c40\u51b3\u5b9a\u6211\u5e94\u8be5\u8d70\u5230\u54ea\u91cc\u7684\u5bf9\u5e94\u79f0\u4f5c\u4e00\u4e2a\u7b56\u7565\uff08Policy\uff09\uff0cAlphaGo\u901a\u8fc7\u5927\u91cf\u7684\u81ea\u5df1\u8ddf\u81ea\u5df1\u4e0b\u68cb\u4ece\u800c\u5f97\u5230\u8fd9\u6837\u7684\u4e00\u4e2a\u8d70\u68cb\u7b56\u7565\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5177\u4f53\u7684\u65b9\u6cd5\u662f\uff0c\u6211\u4eec\u9996\u5148\u6784\u9020\u4e00\u4e2a\u6df1\u5ea6\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08\u79f0\u4e3a\u8d70\u68cb\u7f51\u7edc\uff09\uff0c\u8f93\u5165\u7684\u662f\u68cb\u76d8\u72b6\u6001\u6240\u6784\u6210\u7684\u4e00\u5f20\u4e8c\u7ef4\u56fe\u7247\uff1b\u8f93\u51fa\u7684\u5219\u662fAlphaGo\u4e0b\u4e00\u6b65\u7684\u8d70\u6cd5\uff0c\u5982\u4e0b\u56fe\u6240\u793a\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534232283.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6211\u4eec\u77e5\u9053\uff0c\u6df1\u5ea6\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u975e\u5e38\u64c5\u957f\u5904\u7406\u56fe\u50cf\uff0c\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u654f\u9510\u5730\u8fa8\u522b\u56fe\u50cf\u5c5e\u4e8e\u4e0d\u540c\u7684\u7c7b\u522b\uff0c\u800c\u4e14\u8fd8\u53ef\u4ee5\u63d0\u70bc\u51fa\u56fe\u50cf\u4e2d\u7684\u591a\u5c42\u6b21\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u5f53\u6211\u4eec\u628a\u5927\u91cf\u7684\u56fe\u7247\u5582\u7ed9\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u65f6\u5019\uff0c\u5b83\u5c31\u53ef\u4ee5\u5728\u4f4e\u5c42\u7684\u7f51\u7edc\u63d0\u70bc\u56fe\u50cf\u4e2d\u7684\u7ec6\u8282\u4fe1\u606f\uff08\u5982\u8fb9\u7f18\u3001\u68f1\u89d2\uff09\uff0c\u800c\u5728\u9ad8\u5c42\u5219\u5904\u7406\u56fe\u50cf\u4e2d\u7684\u5927\u5c3a\u5ea6\u4fe1\u606f\u3002\u4e4b\u6240\u4ee5\u5728\u548c\u674e\u4e16\u4e6d\u7684\u4e16\u7eaa\u5927\u6218\u4e2d\uff0cAlphaGo\u5c55\u73b0\u51fa\u4e86\u67d0\u79cd\u201c\u5927\u5c40\u89c2\u201d\uff0c\u5c31\u662f\u56e0\u4e3a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u63d0\u70bc\u68cb\u5c40\u4e2d\u7684\u5927\u5c3a\u5ea6\u3001\u9ad8\u5c42\u6b21\u4fe1\u606f\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; 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line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\"><\/span><\/inherit><\/p>\n<section  class=\"mpa-template\" >\n<p style=\"max-width: 100%; min-height: 1em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255); box-sizing: border-box !important; word-wrap: break-word !important;\"><img class=\"__bg_gif\"     style=\"margin: 0px; padding: 0px; max-width: 100%; height: auto !important; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: 64px !important;\" width=\"100%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232283.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><\/inherit><inherit><inherit><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 16px;\">\u4ef7\u503c\u7f51\u7edc<\/span><\/strong><\/span><\/inherit><\/inherit><inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\"><br  \/><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u7136\u800c\uff0c\u5355\u7eaf\u4f9d\u9760\u8fd9\u6837\u7684\u8d70\u68cb\u7f51\u7edc\uff0cAlphaGo\u867d\u7136\u5df2\u7ecf\u5f88\u5f3a\uff0c\u4f46\u8fd8\u6ca1\u6709\u5f3a\u5230\u80fd\u5bf9\u6297\u4eba\u7c7b\u56f4\u68cb\u4e5d\u6bb5\u9ad8\u624b\u7684\u5730\u6b65\uff0c\u600e\u4e48\u529e\u5462\uff1fDeepMind\u56e2\u961f\u7684\u79d1\u5b66\u5bb6\u4eec\u60f3\u51fa\u4e86\u53e6\u5916\u4e00\u79cd\u5f3a\u5316\u5b66\u4e60\u624b\u6bb5\uff0c\u8fd9\u5c31\u662f\u4ef7\u503c\u7f51\u7edc\u3002\u4ec0\u4e48\u662f\u4ef7\u503c\u5462\uff1f\u6211\u4eec\u90fd\u77e5\u9053\uff0c\u4eba\u7c7b\u662f\u6709\u81ea\u5df1\u7684\u4ef7\u503c\u89c2\u5224\u65ad\u7684\u3002\u6bd4\u5982\uff0c\u6211\u4eec\u6bcf\u4e2a\u4eba\u90fd\u77e5\u9053\u5c0a\u8001\u7231\u5e7c\u662f\u4e00\u79cd\u7f8e\u5fb7\uff0c\u8fd9\u5c31\u662f\u4ef7\u503c\u89c2\u3002\u5bf9\u4e8e\u4e00\u4e2a\u5f3a\u5316\u5b66\u4e60\u7684\u7a0b\u5e8f\u6765\u8bf4\uff0c\u7531\u4e8e\u5728\u5f88\u591a\u60c5\u51b5\u4e0b\uff0c\u5b83\u7f3a\u4e4f\u73af\u5883\u7ed9\u5b83\u7684\u53cd\u9988\uff0c\u4e8e\u662f\u4eba\u4eec\u5c31\u7ed9\u7a0b\u5e8f\u8bbe\u8ba1\u4e86\u4e00\u79cd\u4ef7\u503c\u51fd\u6570\uff0c\u5728\u6ca1\u6709\u73af\u5883\u53cd\u9988\u4fe1\u606f\u7684\u65f6\u5019\uff0c\u7a0b\u5e8f\u53ef\u4ee5\u6839\u636e\u8fd9\u4e2a\u4ef7\u503c\u51fd\u6570\u6765\u9009\u62e9\u81ea\u5df1\u7684\u884c\u52a8\uff0c\u8ba9\u4ef7\u503c\u6700\u5927\u5316\u3002\u4f46\u96be\u70b9\u662f\uff0c\u6211\u4eec\u5e94\u8be5\u600e\u4e48\u8bbe\u8ba1\u8fd9\u4e2a\u4ef7\u503c\u51fd\u6570\u5462\uff1f\u7b54\u6848\u662f\uff0c\u8ba9\u673a\u5668\u81ea\u5df1\u628a\u8fd9\u4e2a\u51fd\u6570\u5b66\u5230\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: left;\"><span style=\"font-size: 13px;\">\u5728AlphaGo \u4e2d\uff0c\u5b83\u540c\u6837\u662f\u4f9d\u8d56\u4e8e\u7c7b\u4f3c\u4e8e\u8d70\u68cb\u7f51\u7edc\u7684\u65b9\u6cd5\u6765\u5b66\u4e60\u51fa\u4e00\u4e2a\u4ef7\u503c\u51fd\u6570\u7684\uff0c\u8fd9\u4e2a\u51fd\u6570\u80fd\u591f\u8bc4\u5b9a\u6bcf\u4e00\u4e2a\u68cb\u5c40\u7684\u53ef\u80fd\u83b7\u80dc\u7684\u4ef7\u503c\u6709\u591a\u5927\u3002AlphaGo\u4ecd\u7136\u5229\u7528\u4e86\u4e00\u79cd\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7684\u6280\u672f\u6765\u5b9e\u73b0\u8fd9\u4e2a\u4ef7\u503c\u51fd\u6570\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/span><\/p>\n<p style=\"text-align: center;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232283.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u540c\u6837\u7684\uff0c\u8fd9\u4e2a\u4ef7\u503c\u7f51\u7edc\u7684\u53cd\u9988\u4fe1\u606f\u4e5f\u6765\u6e90\u4e8e\u4ece\u4efb\u610f\u4e00\u4e2a\u68cb\u5c40\u5f00\u59cb\u7684\u5de6\u53f3\u4e92\u640f\u3002\u5728\u8bad\u7ec3\u7684\u9636\u6bb5\uff0cAlphaGo\u4ece\u5f53\u524d\u68cb\u5c40\u5f00\u59cb\u8fd0\u7528\u4e0a\u9762\u5df2\u7ecf\u8bad\u7ec3\u597d\u7684\u8d70\u68cb\u7f51\u7edc\u8d70\u68cb\uff0c\u4e00\u76f4\u4e0b\u5230\u7ed3\u5c3e\u800c\u5f97\u5230\u8f93\u8d62\u7684\u5f97\u5206\u3002\u8fd9\u4e48\u505a\u4e09\u5343\u4e07\u6b21\u540e\u8ba1\u7b97\u5e73\u5747\u5f97\u5206z\u5c31\u662f\u4ef7\u503c\u7f51\u7edc\u7684\u5b66\u4e60\u76ee\u6807\u3002\u4e5f\u5c31\u662f\u8bf4\u4ef7\u503c\u7f51\u7edc\u8981\u6839\u636e\u5f53\u524d\u68cb\u5c40S&#8217;\u5f97\u5230\u4ef7\u503c\u5224\u65adv(S&#8217;)\uff0c\u4ee5\u4f7f\u5f97v(S&#8217;)\u8981\u5c3d\u53ef\u80fd\u5730\u9760\u8fd1z\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5f15\u5165\u4e86\u4ef7\u503c\u7f51\u7edc\u4e4b\u540e\uff0c\u6211\u4eec\u53c8\u4f1a\u9762\u4e34\u65b0\u7684\u95ee\u9898\uff0c\u6211\u4eec\u7a76\u7adf\u662f\u5e94\u7528\u8d70\u68cb\u7f51\u7edc\u6765\u6307\u5bfc\u6211\u4eec\u4e0b\u68cb\uff0c\u8fd8\u662f\u4f9d\u8d56\u4e8e\u4ef7\u503c\u7f51\u7edc\u5462\uff1f\u5728AlphaGo\u7684\u65e9\u671f\u7248\u672c\u4e2d\uff0c\u5b83\u662f\u8fd0\u7528\u4ef7\u503c\u7f51\u7edc\u7684\u8bc4\u4f30\u7ed3\u679c\u6765\u4f5c\u4e3aAlphaGo\u8d70\u68cb\u7684\u4e3b\u8981\u53c2\u8003\u7684\u3002\u4f46\u7531\u4e8e\u4ef7\u503c\u7f51\u7edc\u5728\u8ba1\u7b97\u6bcf\u4e00\u4e2a\u68cb\u5c40\u7684\u5e73\u5747\u5f97\u5206\u7684\u65f6\u5019\uff0c\u6bcf\u4e00\u6b21\u8d70\u68cb\u90fd\u662f\u6839\u636e\u8d70\u68cb\u7f51\u7edc\u8fdb\u884c\u7684\uff0c\u6240\u4ee5\u5176\u5b9e\u4ef7\u503c\u7f51\u7edc\u5df2\u7ecf\u7efc\u5408\u4e86\u8d70\u68cb\u7f51\u7edc\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\"><\/span><\/inherit><\/p>\n<section  class=\"mpa-template\" >\n<p style=\"max-width: 100%; min-height: 1em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255); box-sizing: border-box !important; word-wrap: break-word !important;\"><img class=\"__bg_gif\"     style=\"margin: 0px; padding: 0px; max-width: 100%; height: auto !important; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: 64px !important;\" width=\"100%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534232283.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><\/inherit><inherit><inherit><inherit><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 16px;\">\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22<\/span><\/strong><\/span><\/inherit><\/inherit><\/inherit><inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\"><br  \/><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u7136\u800c\uff0c\u5373\u4f7f\u8fd9\u6837\u7efc\u5408\u4e86\u4e24\u8005\u7684\u610f\u89c1\uff0cAlphaGo\u8fd8\u662f\u4e0d\u80fd\u8fbe\u5230\u4e5d\u6bb5\u7684\u6c34\u5e73\uff0c\u56e0\u4e3a\u5b83\u4e0d\u80fd\u50cf\u56f4\u68cb\u9ad8\u624b\u4e00\u6837\u8fdb\u884c\u865a\u62df\u8d70\u68cb\u3002\u6211\u4eec\u4eba\u7c7b\u5728\u4e0b\u68cb\u7684\u65f6\u5019\uff0c\u603b\u4f1a\u4ece\u5f53\u524d\u7684\u68cb\u5c40\u5f00\u59cb\uff0c\u5f80\u524d\u770b\u51e0\u6b65\uff0c\u7136\u540e\u624d\u51b3\u5b9a\u5f53\u524d\u8fd9\u4e00\u6b65\u7684\u8d70\u6cd5\u3002<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6240\u4ee5\uff0c\u5728\u5b9e\u9645\u5f00\u59cb\u4e0b\u68cb\u7684\u65f6\u5019\uff0cDeepMind\u518d\u501f\u7528\u4e86\u4e00\u4e2a\u5927\u62db\uff0c\u8fd9\u5c31\u662f\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\uff0c\u8fd9\u79cd\u7b97\u6cd5\u53ef\u4ee5\u8ba9AlphaGo\u8fdb\u884c\u865a\u62df\u5730\u8d70\u68cb\uff0c\u4ece\u800c\u5728\u4e00\u5b9a\u641c\u7d22\u6b65\u9aa4\u540e\uff0c\u624d\u51b3\u5b9a\u5f53\u524d\u5e94\u8be5\u8d70\u5230\u54ea\u91cc\u3002\u6211\u4eec\u77e5\u9053\uff0c\u7ecf\u5178\u7684\u4eba\u5de5\u667a\u80fd\u7684\u65b9\u6cd5\u5c31\u662f\u641c\u7d22\u3002\u6211\u4eec\u628a\u6bcf\u4e00\u4e2a\u68cb\u5c40\u770b\u4f5c\u4e00\u4e2a\u8282\u70b9\uff0c\u5982\u679c\u901a\u8fc7\u4e00\u6b65\u8d70\u68cba\u53ef\u4ee5\u4ece\u68cb\u5c40A\u8d70\u5230\u68cb\u5c40B\uff0c\u90a3\u4e48\u6211\u4eec\u5c31\u4eceA\u5efa\u7acb\u4e00\u6761\u6709\u5411\u8fde\u8fb9\u5230B\uff0c\u8fd9\u6837\u901a\u8fc7\u8d70\u68cb\u6211\u4eec\u5c31\u53ef\u4ee5\u5f97\u5230\u4e00\u4e2a\u7f51\u7edc\u3002\u7136\u800c\uff0c\u6211\u4eec\u5f88\u5feb\u5c31\u4f1a\u53d1\u73b0\uff0c\u4e0d\u53ef\u80fd\u5728\u7535\u8111\u7a7a\u95f4\u4e2d\u88c5\u4e0b\u8fd9\u4e2a\u7f51\u7edc\u3002\u5047\u8bbe\u6bcf\u6b65\u670910\u79cd\u53ef\u80fd\u7684\u8d70\u6cd5\uff0c\u90a3\u4e48\u865a\u62df\u5730\u8d7010\u6b65\u68cb\u5c31\u4f1a\u670910^10\u79cd\u53ef\u80fd\u68cb\u5c40\uff0c\u8fd9\u5df2\u7ecf\u662f\u4e00\u4e2a\u975e\u5e38\u5927\u7684\u6570\u5b57\u4e86\u3002\u6240\u4ee5\uff0cAlphaGo\u5fc5\u987b\u5de7\u5999\u5730\u5bf9\u8fd9\u4e2a\u7a7a\u95f4\u8fdb\u884c\u538b\u7f29\uff0c\u4ece\u800c\u907f\u514d\u7ec4\u5408\u7206\u70b8\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u8499\u7279\u5361\u6d1b\u641c\u7d22\u7b97\u6cd5\u7684\u597d\u5904\u5c31\u5728\u4e8e\u5b83\u53ef\u4ee5\u4f9d\u6982\u7387\u6765\u5728\u4f17\u591a\u7684\u53ef\u80fd\u6027\u4e2d\u9009\u62e9\u4e00\u4e2a\uff0c\u4ece\u800c\u780d\u6389\u5927\u91cf\u5176\u5b83\u7684\u5206\u652f\u6811\uff0c\u5feb\u901f\u5730\u5c55\u5f00\u6811\u641c\u7d22\u3002\u5f00\u59cb\u7684\u65f6\u5019\uff0c\u7531\u4e8e\u6211\u4eec\u5bf9\u5f53\u524d\u68cb\u5c40\u4e86\u89e3\u4e0d\u591a\uff0c\u4e8e\u662f\u6211\u4f1a\u7eaf\u968f\u673a\u5730\u9009\u62e9\u4e00\u79cd\u8d70\u6cd5a\u3002\u4f46\u662f\u7ecf\u8fc7\u51e0\u6b65\u865a\u62df\u8d70\u68cb\u4e4b\u540e\uff0c\u6211\u5c31\u4f1a\u79ef\u7d2f\u5173\u4e8e\u68cb\u5c40\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u968f\u673a\u641c\u7d22\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u5728AlphaGo\u4e2d\uff0c\u5b83\u7684\u968f\u673a\u9009\u62e9\u5e76\u4e0d\u662f\u7eaf\u7cb9\u7684\u968f\u673a\uff0c\u800c\u662f\u5229\u7528\u4e86\u524d\u9762\u4ecb\u7ecd\u7684\u8d70\u68cb\u7f51\u7edc\u3001\u4ef7\u503c\u7f51\u7edc\u7684\u5148\u9a8c\u4fe1\u606f\uff0c\u4ee5\u53ca\u7d2f\u79ef\u5230\u7684\u4e0b\u4e00\u6b65\u68cb\u5c40\u7684\u4fe1\u606f\u7b49\u7b49\u518d\u968f\u673a\u8d70\u68cb\u7684\u3002<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5177\u4f53\u5730\uff0c\u5047\u8bbe\u73b0\u5728AlphaGo\u6240\u5728\u7684\u68cb\u5c40\u662fS\uff08\u771f\u5b9e\u7684\u68cb\u5c40\uff09\uff0c\u4e8e\u662f\u5b83\u5f00\u59cb\u5c55\u5f00\u6811\u641c\u7d22\uff0c\u4e5f\u5c31\u662f\u5c55\u5f00\u865a\u62df\u7684\u5bf9\u5c40\u3002\u6bcf\u4e00\u6b65\u865a\u62df\u5bf9\u5c40\u5e94\u8be5\u600e\u4e48\u8d70\u662f\u4f9d\u636e\u8d70\u68cb\u7f51\u7edc\u8fdb\u884c\u7684\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><img  style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 302px; height: 400px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534232283.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u8fd9\u5c31\u662f\u4e00\u6b21\u865a\u62df\u8d70\u68cb\uff08\u641c\u7d22\uff09\uff0c\u6bcf\u4e00\u6b65\u6253\u5f00\u68cb\u5c40\u8282\u70b9\u90fd\u662f\u6839\u636e\u8d70\u68cb\u7f51\u7edcp_{sigma}\u3002\u5728\u65e9\u671f\u7248\u672c\u7684AlphaGo\u4e2d\uff0c\u8fd9\u4e2a\u8d70\u68cb\u7f51\u7edc\u662f\u901a\u8fc7\u548c\u4eba\u5b66\u4e60\u8bad\u7ec3\u5f97\u5230\u7684\uff08\u53c2\u89c1\u56fe1\u4e2d\u7684\u5de6\u624b\u7b2c\u4e8c\u4e2a\u7f51\u7edc\uff09\uff0c\u800c\u5728\u73b0\u5728\u7684\u5347\u7ea7\u7248\u4e2d\uff0c\u8fd9\u4e2a\u8d70\u68cb\u7f51\u7edc\u5f88\u53ef\u80fd\u5c31\u662f\u524d\u9762\u4ecb\u7ecd\u7684\u901a\u8fc7\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u5f97\u5230\u7684\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u8fd9\u79cd\u865a\u62df\u8d70\u68cb\u4e0d\u53ef\u80fd\u4e00\u76f4\u8d70\u4e0b\u53bb\uff0c\u800c\u662f\u5728\u7ecf\u8fc7\u4e86T\u65f6\u95f4\u6b65\u540e\u5c31\u4f1a\u505c\u6b62\u3002\u865a\u62df\u8d70\u68cb\u505c\u6b62\u4e4b\u540e\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5bf9\u8fd9\u4e9b\u865a\u62df\u8d70\u51fa\u6765\u7684\u68cb\u5c40\u8fdb\u884c\u8bc4\u4f30\u3002\u4e8b\u5b9e\u4e0a\uff0c\u4eba\u7c7b\u5728\u8fdb\u884c\u68cb\u5c40\u63a8\u6f14\u7684\u65f6\u5019\uff0c\u4e5f\u5c31\u662f\u8981\u8bc4\u4f30\u6bcf\u4e00\u79cd\u53ef\u80fd\u8d70\u68cb\u7a76\u7adf\u662f\u597d\u8fd8\u662f\u574f\u3002AlphaGo\u7684\u4ef7\u503c\u8bc4\u4f30\u8fc7\u7a0b\u5982\u4e0b\uff1a<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><img  style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 416px; height: 510px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534232283.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u9996\u5148\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u53f6\u8282\u70b9\uff08\u4e5f\u5c31\u662f\u865a\u62df\u8d70\u68cb\u8d70\u5230\u7684\u6700\u540e\u4e00\u6b65\u6240\u5bf9\u5e94\u7684\u68cb\u5c40\uff09\u6765\u8bf4\uff0cAlphaGo\u4f1a\u5229\u7528\u4e00\u4e2a\u5feb\u901f\u8d70\u68cb\u7b97\u6cd5p_{pi}\uff08\u6839\u636e\u4eba\u7c7b\u7684\u68cb\u8c31\u8bad\u7ec3\u5f97\u5230\u7684\u53e6\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\uff0c\u53c2\u89c1\u56fe1\uff09\u5c06\u6574\u4e2a\u68cb\u5c40\u8d70\u5b8c\uff0c\u4ece\u800c\u5bf9\u8be5\u8282\u70b9\u8fdb\u884c\u8bc4\u4f30\u3002\u8fd9\u79cd\u8bc4\u4f30\u7efc\u5408\u4e86\u4e4b\u524d\u8bad\u7ec3\u597d\u7684\u4ef7\u503c\u7f51\u7edc(v_{theta})\u548c\u5feb\u901f\u865a\u62df\u8d70\u68cb\u5230\u8fbe\u7ec8\u5c40\u7684\u7ed3\u679c\u597d\u574f\u7a0b\u5ea6(r)\u6765\u7ed9\u51fa\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5176\u6b21\uff0c\u5bf9\u4e8e\u975e\u53f6\u5b50\u8282\u70b9\uff0cAlphaGo\u4f1a\u5c06\u53f6\u5b50\u8282\u70b9\u53cd\u63a8\u56de\u6765\u7684\u4ef7\u503c\u4fe1\u606f\u8fdb\u884c\u7efc\u5408\u6765\u8ba1\u7b97\u8be5\u975e\u53f6\u8282\u70b9\u7684\u4ef7\u503c\u4fe1\u606f\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><img  style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 556px; height: 528px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534232284.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u8fd9\u91cc\u7684Q\u5c31\u8868\u793a\u6839\u636e\u540e\u7eed\u7684\u68cb\u5c40\u6765\u8fdb\u884c\u7efc\u5408\u7684\u7b97\u6cd5\u3002\u603b\u800c\u8a00\u4e4b\uff0c\u901a\u8fc7\u5c42\u5c42\u7684\u8ba1\u7b97\uff0c\u6211\u4eec\u80fd\u591f\u7ed9\u6bcf\u4e00\u4e2a\u865a\u62df\u8d70\u51fa\u6765\u7684\u68cb\u5c40\u8d4b\u503c\u4e00\u4e2a\u8bc4\u4f30\u503cQ\uff0c\u5b83\u7efc\u5408\u4e86\u5feb\u901f\u641c\u7d22\u548c\u4ef7\u503c\u7f51\u7edc\u7684\u8bc4\u4f30\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6700\u540e\uff0cAlphaGo\u5c06\u6839\u636e\u8fd9\u4e9b\u201c\u601d\u8003\u201d\u7684\u7ed3\u679c\uff0c\u4f9d\u636e\u4f30\u503c\u4fe1\u606fQ\u6765\u5c55\u5f00\u771f\u5b9e\u7684\u8d70\u68cb\uff0c\u4e5f\u5c31\u662f\u5728\u6240\u6709\u53ef\u80fd\u7684\u4e0b\u4e00\u6b65\u68cb\u5c40\u4e2d\uff0c\u9009\u62e9Q\u503c\u6700\u5927\u7684\u4e00\u4e2a\u8fdb\u884c\u5b9e\u9645\u843d\u5b50\u3002\u81f3\u6b64\uff0cAlphaGo\u7ec8\u4e8e\u8d70\u51fa\u4e86\u8270\u96be\u7684\u4e00\u6b65\uff01<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><img  style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 440px; height: 277px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534232284-1.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 11px;\">AlphaGo\u5c55\u5f00\u7684\u8499\u7279\u5361\u6d1b\u641c\u7d22\u6811<\/span><\/strong><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\"><\/span><\/inherit><\/p>\n<section  class=\"mpa-template\" >\n<p style=\"max-width: 100%; min-height: 1em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255); box-sizing: border-box !important; word-wrap: break-word !important;\"><img class=\"__bg_gif\"     style=\"margin: 0px; padding: 0px; max-width: 100%; height: auto !important; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: 64px !important;\" width=\"100%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232284.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><inherit><inherit><inherit><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 16px;\">\u7efc\u5408<\/span><\/strong><\/span><\/inherit><\/inherit><\/inherit><\/inherit><inherit><\/inherit><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\"><br  \/><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6574\u4e2aAlphaGo\u5b9e\u9645\u4e0a\u4ecd\u7136\u5206\u6210\u4e86\u5b66\u4e60\u548c\u8d70\u68cb\u4e24\u4e2a\u5927\u7684\u9636\u6bb5\u3002\u5728\u4e0e\u67ef\u6d01\u5bf9\u6218\u4e4b\u524d\uff0cAlphaGo\u901a\u8fc7\u81ea\u6211\u5bf9\u5c40\u7684\u65b9\u5f0f\u5b8c\u6210\u5bf9\u8d70\u68cb\u7f51\u7edc\u548c\u4ef7\u503c\u7f51\u7edc\u7684\u5b66\u4e60\u3002\u800c\u5728\u771f\u6b63\u5bf9\u6218\u7684\u9636\u6bb5\uff0cAlphaGo\u5c06\u4e3b\u8981\u5c55\u5f00\u5bf9\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\u7684\u7b97\u6cd5\uff0c\u5e76\u7efc\u5408\u641c\u7d22\u548c\u5b66\u4e60\u7684\u6210\u679c\u5b8c\u6210\u6bcf\u4e00\u6b65\u8d70\u68cb\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6240\u4ee5\uff0c\u603b\u7684\u6765\u8bf4\uff0cAlphaGo\u662f\u5c06\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u6280\u672f\u4e0e\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\u6280\u672f\u5de7\u5999\u5730\u7efc\u5408\u5230\u4e86\u4e00\u8d77\uff0c\u4ece\u800c\u5f97\u5230\u7684\u4e00\u79cd\u8d85\u5f3a\u7684\u7b97\u6cd5\u3002\u8fd9\u79cd\u5c06\u6700\u65b0\u7684\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u4e0e\u4f20\u7edf\u7684\u57fa\u4e8e\u7b26\u53f7\u3001\u63a8\u7406\u3001\u641c\u7d22\u7684AI\u6280\u672f\u76f8\u7efc\u5408\u7684\u65b9\u6cd5\u6b63\u662f\u73b0\u5728\u4eba\u5de5\u667a\u80fd\u754c\u7684\u4e00\u4e2a\u4e3b\u8981\u8d8b\u52bf\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<section  class=\"mpa-template\" >\n<p style=\"max-width: 100%; min-height: 1em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255); box-sizing: border-box !important; word-wrap: break-word !important;\"><img class=\"__bg_gif\"     style=\"margin: 0px; padding: 0px; max-width: 100%; height: auto !important; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: 64px !important;\" width=\"100%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534232284.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em; letter-spacing: 0.5px; text-align: center;\"><strong><span style=\"color: rgb(123, 12, 0);\">\u76f4\u64ad\u63a8\u8350<\/span><\/strong><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em; letter-spacing: 0.5px; text-align: center;\"><strong><span style=\"color: rgb(123, 12, 0);\"><\/span><\/strong><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em; letter-spacing: 0.5px; text-align: center;\"><br  \/><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em; letter-spacing: 0.5px; text-align: left; margin-top: 10px;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"font-size: 14px;\">\u901a\u7528\u4eba\u5de5\u667a\u80fd\u4e4b\u68a6\u2014\u2014\u674e\u7199 &nbsp; <\/span><\/strong><\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">&nbsp;&nbsp;<\/span><\/strong><\/span><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em; letter-spacing: 0.5px; text-align: left; margin-top: 10px;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\"><span style=\"font-size: 13px; letter-spacing: 0.5px;\">2017\u5e745\u670827\u65e5\uff08\u5468\u4e94\uff09\u665a\u4e0a20:00\uff0d23:00<\/span><\/span><\/strong><\/span><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em; letter-spacing: 0.5px; text-align: left;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\"><\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img    style=\"width: 57%; height: auto !important;\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534232284.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin-top: 10px;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"color: rgb(0, 0, 0); font-size: 14px;\"><\/span><\/strong><\/span><\/p>\n<hr  \/>\n<p style=\"margin-top: 10px;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"color: rgb(0, 0, 0); font-size: 14px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-top: 10px;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"color: rgb(0, 0, 0); font-size: 14px;\">\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u4e09\u79cd\u65b9\u6cd5\u2014\u2014\u5f20\u6c5f<\/span><\/strong><\/span><span style=\"color: rgb(0, 0, 0);\"><strong style=\"color: rgb(123, 12, 0); letter-spacing: 0.5px; white-space: normal;\"><span style=\"font-size: 14px;\"><\/span><\/strong><strong style=\"color: rgb(123, 12, 0); letter-spacing: 0.5px; white-space: normal;\"><span style=\"font-size: 14px;\"><\/span><\/strong><\/span><br  \/><\/p>\n<p style=\"margin-top: 10px;\"><strong style=\"color: rgb(123, 12, 0); letter-spacing: 0.5px;\"><span style=\"font-size: 14px;\"><span style=\"font-size: 13px;\">2017\u5e745\u670830\u65e5\u665a\u4e0a8:00<\/span><\/span><\/strong><br  \/><\/p>\n<p><strong style=\"color: rgb(123, 12, 0); letter-spacing: 0.5px; white-space: normal;\"><span style=\"font-size: 14px;\"><br  \/><\/span><\/strong><\/p>\n<p style=\"text-align: center;\"><img    style=\"width: 57%; height: auto !important;\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534232284.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em; letter-spacing: 0.5px; text-align: center;\"><br  \/><\/p>\n<hr style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal; letter-spacing: 0.5px;\"  \/>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; white-space: normal; text-align: center; letter-spacing: 0.5px;\"><img width=\"100%\" class=\"__bg_gif\"     style=\"color: rgb(62, 62, 62); font-size: 16px; background-color: rgb(255, 255, 255); visibility: visible !important; width: 64px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534232284.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 16px; white-space: normal; color: rgb(62, 62, 62); line-height: 25.6px; letter-spacing: 0.5px; background-color: rgb(255, 255, 255);\">\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; text-align: center; outline: none;\">\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; line-height: 25.6px; outline: none;\">\n<section   style=\"outline: none;\">\n<section  style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 15px; outline: none;\">\n<section  style=\"line-height: 25.6px; border-color: rgb(123, 12, 0);\">\n<p style=\"margin-top: 10px; margin-bottom: 10px; padding-right: 3px; padding-left: 3px; transform: translate3d(0px, 0px, 0px); border-color: rgb(123, 12, 0); line-height: 1.5em;\"><strong><span style=\"font-size: 12px; color: rgb(136, 136, 136);\">\u96c6\u667aQQ\u7fa4\uff5c292641157<br  \/>\u5546\u52a1\u5408\u4f5c\uff5czhangqian@swarma.org<br  \/>\u6295\u7a3f\u8f6c\u8f7d\uff5cwangting@swarma.org<\/span><\/strong><\/p>\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; outline: none;\">\n<h1 style=\"margin-top: 10px; margin-bottom: 10px; line-height: 1.75em;\"><strong style=\"font-size: 14px; white-space: pre-wrap; color: rgb(0, 112, 192); line-height: 25.6px;\"><strong style=\"line-height: 28px; white-space: normal; color: rgb(61, 170, 214); font-size: 20px;\"><span style=\"font-size: 14px; color: rgb(136, 136, 136);\"><span style=\"color: rgb(255, 76, 0);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(0, 128, 255);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(61, 170, 214);\">\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; overflow-wrap: break-word !important;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; overflow-wrap: break-word !important;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"font-size: 14px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 19px; font-family: \u5fae\u8f6f\u96c5\u9ed1; color: rgb(71, 193, 168); line-height: 23.2727px; overflow-wrap: break-word !important;\"><span style=\"color: rgb(0, 0, 0);\"><strong><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section style=\"margin-right: 0.5em; margin-left: 0.5em; font-size: 14px; color: rgb(71, 193, 168); line-height: 20px; overflow-wrap: break-word !important;\">\n<p style=\"margin: 5px auto; padding: 10px; width: 180px; border-width: 2px; border-style: dashed; border-color: rgb(132, 132, 132); line-height: normal; overflow-wrap: break-word !important;\"><img width=\"auto\"      style=\"overflow-wrap: break-word !important; visibility: visible !important; width: auto !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534232284.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<\/section>\n<p><span style=\"font-size: 14px;\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<blockquote class='keep-source'>\n<p>\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a                         \u96c6\u667a\u4ff1\u4e50\u90e8                      <\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5f20\u6c5f&nbsp;\u5317\u4eac\u5e08\u8303\u5927\u5b66\u526f\u6559\u6388\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u3001AI\u5b66\u56ed\u521b\u59cb\u4eba\uff0c\u817e\u8baf\u7814\u7a76\u9662\u3001\u963f\u91cc\u7814\u7a76\u9662\u3001\u7f51\u7edc\u667a\u5e93\u4e13\u5bb6\u3001\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8005\u4e0e\u5e03\u9053\u5e08\u3002 \u5bfc\u8bed \u53d1\u8fd9\u7bc7\u6587\u7ae0\u7684\u65f6\u5019\uff0c\u67ef\u6d01\u4e0eAlphaGo\u4e16\u7eaa\u5927\u6218\u5df2\u7ecf\u7ed3\u675f\u4e86\uff0c\u53ef\u4ee5\u8bf4\u662f\u6beb\u65e0\u60ac\u5ff5\uff0c\u67ef\u6d01\u6700\u7ec8\u8fd8\u662f\u8f93\u6389\u4e86\u4e00\u5c40\uff0c\u8fd9\u4e5f\u662f\u5728\u5927\u5bb6\u610f\u6599\u4e4b\u4e2d\u7684\u4e8b\u60c5\u3002\u4eca\u5929\u501f\u7740\u8fd9\u6837\u4e00\u4e2a\u5951\u673a\uff0c\u6211\u5199\u4e0b\u4e86\u8fd9\u7bc7\u6587\u7ae0&#8230;<\/p>\n","protected":false},"author":1,"featured_media":5282,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/5281"}],"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"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5281"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/5281\/revisions"}],"predecessor-version":[{"id":5307,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/5281\/revisions\/5307"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/5282"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5281"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5281"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5281"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=5281"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}