{"id":2250,"date":"2018-05-11T01:00:00","date_gmt":"2018-05-10T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-07T09:32:28","modified_gmt":"2018-12-07T01:32:28","slug":"%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%8a%a9%e5%8a%9b%e7%a5%9e%e7%bb%8f%e7%a7%91%e5%ad%a6%ef%bc%9adeepmind-%e5%a4%8d%e7%8e%b0%e5%a4%a7%e8%84%91%e7%a9%ba%e9%97%b4%e5%af%bc%e8%88%aa%e6%96%b9%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=2250","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u52a9\u529b\u795e\u7ecf\u79d1\u5b66\uff1aDeepMind \u590d\u73b0\u5927\u8111\u7a7a\u95f4\u5bfc\u822a\u65b9\u5f0f\uff01"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p ><img class=\"\"       style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534231311.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-left: 1em;color: rgb(105, 13, 3);font-size: 16px;line-height: 1.4;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\"><span style=\"font-size: 14px;border-color: rgb(105, 13, 3);color: rgb(255, 255, 255);overflow-wrap: break-word !important;\"><strong style=\"border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\" mpa-from-tpl=\"t\"><span style=\"padding: 0.2em 0.5em;border-color: rgb(105, 13, 3);font-weight: inherit;text-decoration: inherit;border-radius: 0.3em;text-align: center;background-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\u5bfc\u8bed<\/span><\/strong><\/span><\/section>\n<section style=\"margin-top: -0.7em;color: rgb(105, 13, 3);font-size: 1em;border-width: 1px;border-style: solid;border-color: rgb(105, 13, 3);border-radius: 0.4em;overflow-wrap: break-word !important;\">\n<section style=\"padding: 1.4em 1em 1em;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\n<section style=\"font-size: 1em;font-weight: inherit;text-align: inherit;text-decoration: inherit;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\n<p style=\"clear: both;min-height: 1em;\"><strong><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">5\u67089\u65e5\uff0cDeepMind \u56e2\u961f\u4e0e UCL \u5728 Nature \u4e0a\u53d1\u8868\u91cd\u78c5\u7814\u7a76\u6210\u679c\uff1a\u4eba\u5de5\u667a\u80fd\u6f14\u5316\u51fa\u548c\u52a8\u7269\u5927\u8111\u7c7b\u4f3c\u7684\u7a7a\u95f4\u5bfc\u822a\u80fd\u529b\uff0c\u5f15\u8d77\u4eba\u5de5\u667a\u80fd\u548c\u795e\u7ecf\u79d1\u5b66\u9886\u57df\u7684\u70ed\u8bae\u3002\u672c\u6587\u662f DeepMind \u5b98\u7f51\u5bf9\u8fd9\u9879\u5de5\u4f5c\u7684\u4ecb\u7ecd\u3002<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section   >\n<section >\n<section  >\n<section ><strong mpa-from-tpl=\"t\"><\/p>\n<p><br  \/><\/p>\n<section   >\n<section>\n<section>\n<section>\n<section>\n<section>\n<section>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section  style=\"min-width: 60px;text-align: center;padding: 0 30px 0 30px;border-bottom-width: 100px;border-bottom: 2px solid #e8e6e6;\" >\n<section style=\"display: inline-block;padding: 0px 10px;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" ><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong>1.\u7f51\u683c\u7ec6\u80de\u2014\u2014<\/strong><span style=\"font-size: 16px;color: rgb(123, 12, 0);border-color: rgb(123, 12, 0);\"><\/span><\/strong><\/span><\/p>\n<p style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong>\u52a8\u7269\u5927\u8111\u91cc\u7684 GPS<\/strong><\/strong><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span mpa-is-content=\"t\"><\/span><br  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><strong class=\"ql-author-3763112\" style=\"font-size: 15px;\">\u5927\u591a\u6570\u52a8\u7269\uff0c\u5305\u62ec\u4eba\u7c7b\uff0c\u90fd\u80fd\u7075\u6d3b\u5730\u5728\u4ed6\u4eec\u6240\u751f\u6d3b\u7684\u4e16\u754c\u4e2d\u8fa8\u522b\u65b9\u5411\u3002\u8fd9\u6837\u5c31\u53ef\u4ee5\u63a2\u7d22\u65b0\u5730\u65b9\uff0c\u8fc5\u901f\u56de\u5230\u8bb0\u5fc6\u4e2d\u7684\u5730\u70b9\uff0c\u540c\u65f6\u8fd8\u80fd\u201c\u6284\u8fd1\u8def\u201d\u3002\u4e8b\u5b9e\u4e0a\uff0c\u8fd9\u4e9b\u80fd\u529b\u5bf9\u6211\u4eec\u800c\u8a00\u662f\u975e\u5e38\u7b80\u5355\u548c\u81ea\u7136\u7684\uff0c\u4ee5\u81f3\u4e8e\u6211\u4eec\u4e0d\u80fd\u9a6c\u4e0a\u770b\u51fa\u8fd9\u6f5c\u5728\u7684\u8fc7\u7a0b\u5230\u5e95\u6709\u591a\u590d\u6742\u3002\u76f8\u6bd4\u800c\u8a00\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u5f88\u591a\u65b9\u9762\u90fd\u5df2\u7ecf\u8fdc\u8fdc\u8d85\u8fc7\u4e86\u4eba\u7c7b\uff0c<\/strong><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 15px;\">\u4f46\u662f\u5728\u7a7a\u95f4\u5bfc\u822a\u80fd\u529b\u65b9\u9762\uff0c\u8fd8\u5dee\u7684\u5f88\u8fdc\u3002<\/span><\/strong><\/span><br  \/><\/p>\n<p line=\"Q0bw\"><br  \/><\/p>\n<p line=\"SzGr\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">2005\u5e74\uff0c\u4e00\u4e2a\u60ca\u4eba\u7684\u53d1\u73b0\u63ed\u793a\u4e86\u795e\u7ecf\u7cfb\u7edf\u7a7a\u95f4\u5bfc\u822a\u80fd\u529b\u7684\u4e00\u4e2a\u5173\u952e\u673a\u5236\uff1a\u5f53\u52a8\u7269\u63a2\u7d22\u73af\u5883\u7684\u65f6\u5019\uff0c<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u795e\u7ecf\u5143\u4f1a\u4ee5\u516d\u8fb9\u5f62\u7f51\u683c\u7684\u6a21\u5f0f\u6fc0\u6d3b<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u3002\u7c7b\u4f3c\u4e8e\u5730\u56fe\u4e0a\u7684\u7f51\u683c\u7ebf\uff0c\u8fd9\u6837\u7684\u7f51\u683c\u5bf9\u4e8e\u5bfc\u822a\u80fd\u529b\u662f\u6709\u4fc3\u8fdb\u4f5c\u7528\u7684\u3002<\/span><\/p>\n<p line=\"SzGr\" class=\"ql-long-3763112\" style=\"text-align: center;\"><span style=\"font-size: 15px;\"><img class=\"\"     style=\"width: 254px;height: 253px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534231312.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/span><\/p>\n<p line=\"SzGr\" class=\"ql-long-3763112\" style=\"text-align: center;\"><span style=\"font-size: 14px;color: rgb(136, 136, 136);\"><strong>\u52a8\u7269\u8111\u4e2d\u6fc0\u6d3b\u7684\u7f51\u683c\u7ec6\u80de\uff0c\u5448\u516d\u8fb9\u5f62\u201c\u8702\u7a9d\u72b6\u6392\u5e03\u201d<\/strong><\/span><\/p>\n<p line=\"SzGr\" class=\"ql-long-3763112\" style=\"text-align: center;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p line=\"cxDQ\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u8fd9\u4e9b\u88ab\u79f0\u4e3a<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u7f51\u683c\u7ec6\u80de(grid cell)<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u7684\u795e\u7ecf\u5143\u9664\u4e86\u7ed9\u52a8\u7269\u88c5\u5907\u4e86\u4e00\u4e2a\u5185\u90e8\u7684\u5750\u6807\u7cfb\u5916\uff0c\u6700\u8fd1\u4e5f\u88ab\u4f5c\u4e3a\u4e00\u79cd\u5047\u8bf4\u6765\u652f\u6301\u57fa\u4e8e<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u77e2\u91cf\u7684\u5bfc\u822a\u7cfb\u7edf(vector-based navigation)<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u3002\u610f\u601d\u5c31\u662f\u8bf4\uff0c\u8fd9\u4f7f\u5f97\u5927\u8111\u53ef\u4ee5\u50cf\u4e4c\u9e26\u98de\u884c\u90a3\u6837(\u5229\u7528\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb)\u8ba1\u7b97\u76ee\u7684\u5730\u7684\u8ddd\u79bb\u548c\u65b9\u5411\uff0c\u5c31\u7b97\u6ca1\u6709\u9075\u5faa\u51c6\u786e\u7684\u8def\u7ebf\uff0c\u4e5f\u53ef\u4ee5\u5728\u4e0d\u540c\u5730\u65b9\u4e4b\u95f4\u65c5\u884c\u3002<\/span><\/p>\n<p line=\"ehOH\"><br  \/><\/p>\n<p line=\"FWC0\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u9996\u6b21\u53d1\u73b0\u7f51\u683c\u7ec6\u80de\u7684\u7814\u7a76\u5c0f\u7ec4\uff0c\u56e0\u4e3a<span style=\"font-size: 15px;\">\u63ed\u793a\u51fa\u7a7a\u95f4\u8ba4\u77e5\u8868\u5f81\u53ef\u80fd\u7684\u5de5\u4f5c\u65b9\u5f0f\uff0c<\/span>\u4e8e2014\u5e74\u5171\u540c\u83b7\u5f97<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u8bfa\u8d1d\u5c14\u751f\u7406\u5b66\u6216\u533b\u5b66\u5956<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u3002\u4f46\u662f\u7ecf\u8fc7\u4e86\u5341\u591a\u5e74\u7684\u7406\u8bba\u7814\u7a76\uff0c\u6211\u4eec\u4ecd\u7136\u4e0d\u6e05\u695a\u7f51\u683c\u7ec6\u80de\u7684\u8ba1\u7b97\u529f\u80fd\uff0c\u4ee5\u53ca\u7f51\u683c\u7ec6\u80de\u662f\u5426\u652f\u6301\u57fa\u4e8e\u77e2\u91cf\u7684\u5bfc\u822a\u3002<\/span><span style=\"margin-right: 2px;margin-left: 2px;height: inherit;width: inherit;\"><img loading=\"lazy\" class=\"gallery-image\"     height=\"318px\" width=\"536px\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534231312.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/span><\/p>\n<p line=\"rIA1\" class=\"ql-long-3763112\" style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 14px;\">\u5f53 Agent \u7a7f\u8fc7\u4e00\u4e9b\u79f0\u4e4b\u4e3a\u6fc0\u6d3b\u533a\u57df(firing fields)\u7684\u5730\u65b9\u65f6\uff0c\u7f51\u683c\u7ec6\u80de\u7684\u6fc0\u6d3b\u6a21\u5f0f\u3002<\/span><\/strong><\/span><\/p>\n<p line=\"bTfx\" class=\"ql-long-5633269\"><span class=\"ql-author-5633269\" style=\"\"><\/span><\/p>\n<div class=\"post-image\"><img class=\"\"      style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534231314.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<p line=\"IXvp\" class=\"ql-long-3763112\" style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\"><strong>\u8fd9\u4e2a\u989c\u8272\u7f16\u7801\u7684\u56fe\uff0c\u663e\u793a\u4e86\u751f\u7406\u4e0a\u7684\u7f51\u683c\u7ec6\u80de\u7684\u6fc0\u6d3b\u5f3a\u5ea6\u5206\u5e03\u3002\u989c\u8272\u53d8\u5316\u8868\u793a\u5f3a\u5ea6\u4ece\u6700\u5f31\u7684\u84dd\u8272\u5230\u6700\u5f3a\u7684\u6a59\u8272\u3002<\/strong><\/span><\/p>\n<p line=\"3Pni\" class=\"ql-long-5633269\" style=\"text-align: center;\"><span class=\"ql-author-5633269\" style=\"\"><span style=\"margin-right: 2px;margin-left: 2px;height: inherit;width: inherit;\"><img loading=\"lazy\" class=\"gallery-image\"     height=\"393.896px\" width=\"614px\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534231314.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/span><\/span><span style=\"color: rgb(136, 136, 136);font-size: 14px;\"><strong><\/strong><\/span><\/p>\n<p line=\"yVcE\" class=\"ql-long-3763112\" style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\"><strong>\u5728\u89e3\u5256\u5b66\u4e0a\uff0c\u751f\u7269\u4e0a\u7684\u7f51\u683c\u7ec6\u80de\u88ab\u5206\u5272\u6210\u4e0d\u540c\u5c3a\u5ea6\u7684\u795e\u7ecf\u5355\u5143\uff08\u7070\u8272\u7684\u692d\u5706\uff09\u3002\u6bcf\u4e2a\u89c4\u6a21\u7684\u795e\u7ecf\u5143\u5728\u56fe\u4e0a\u5448\u6fc0\u6d3b\u72b6\u6001\u5373\u6a59\u8272\u3002\u901a\u8fc7\u89e3\u8bfb\u7f51\u683c\u7ec6\u80de\u6d3b\u52a8\u7684\u6a21\u5f0f\uff0c\u5373\u201c\u7f51\u683c\u7f16\u7801\u201d\uff0c\u52a8\u7269\u5c31\u53ef\u4ee5\u5728\u73af\u5883\u4e2d\u8fdb\u884c\u5b9a\u4f4d\u3002<\/strong><\/span><\/p>\n<p line=\"atCf\" class=\"ql-long-5633269\"><strong><span class=\"ql-author-5633269\" style=\"\"><\/span><\/strong><span class=\"ql-author-5633269\" style=\"margin-right: 2px;margin-left: 2px;height: inherit;width: inherit;\"><img loading=\"lazy\" class=\"gallery-image\"     height=\"392.958px\" width=\"614px\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534231317.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/span><\/p>\n<p line=\"YzK7\" class=\"ql-long-3763112\" style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 14px;\">\u7f51\u683c\u7ec6\u80de\u6fc0\u6d3b\u533a\u57df\u901a\u8fc7\u4e09\u89d2\u5f62\u8fde\u8fb9\uff0c\u5f62\u6210\u4e86\u7f51\u683c\u9075\u5faa\u7684\u516d\u8fb9\u5f62\u89c4\u5219\u3002<\/span><\/strong><\/span><\/p>\n<section   >\n<section >\n<section  >\n<section ><strong mpa-from-tpl=\"t\"><\/p>\n<section   >\n<section>\n<section>\n<section>\n<section>\n<section>\n<section>\n<p><span mpa-is-content=\"t\"><\/span><\/p>\n<p><br  \/><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section  style=\"min-width: 60px;text-align: center;padding: 0 30px 0 30px;border-bottom-width: 100px;border-bottom: 2px solid #e8e6e6;\" >\n<section style=\"display: inline-block;padding: 0px 10px;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" ><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong>2.\u4eba\u5de5\u667a\u80fd\u81ea\u53d1\u6f14\u5316\u51fa<\/strong><span style=\"font-size: 16px;color: rgb(123, 12, 0);border-color: rgb(123, 12, 0);\"><\/span><\/strong><\/span><\/p>\n<p style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong>\u4e0e\u52a8\u7269\u7f51\u683c\u7ec6\u80de\u7c7b\u4f3c\u7684\u7f51\u7edc\u7ed3\u6784<\/strong><\/strong><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p line=\"FWC0\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\"><\/span><\/p>\n<p line=\"FWC0\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">DeepMind\u5728\u6700\u8fd1\u5728Nature\u4e0a\u53d1\u5e03\u7684\u8bba\u6587&#8221;<\/span><strong class=\"ql-author-3763112\" style=\"font-size: 15px;color: rgb(51, 51, 51);\">Vector-based navigation using grid-like representations in artificial agents<\/strong><span style=\"font-size: 15px;\">&#8220;\u4e0a\uff0c\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u4e86\u4e00\u4e2a<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u667a\u80fd\u4e3b\u4f53\uff08Artificial Agent\uff09<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u6765\u9a8c\u8bc1\u7f51\u683c\u7ec6\u80de\u662f\u5426\u652f\u6301\u4e86\u201c\u57fa\u4e8e\u77e2\u91cf\u7684\u5bfc\u822a\u7cfb\u7edf\u201d\u7684\u7406\u8bba\u3002<\/span><\/p>\n<p line=\"FWC0\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p line=\"FWC0\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u7814\u7a76\u4eba\u5458\u9996\u5148\u8bad\u7ec3\u4e86\u4e00\u4e2aRNN\u7f51\u7edc\uff0c\u8fd9\u4e2a\u7f51\u7edc\u4e3b\u8981\u5229\u7528\u4e86\u4e00\u4e2a\u8fd0\u52a8\u76f8\u5173\u7684\u901f\u5ea6\u4fe1\u53f7\uff0c\u6765\u5728\u865a\u62df\u73af\u5883\u4e2d\u5bf9\u81ea\u5df1\u6240\u5904\u7684\u4f4d\u7f6e\u8fdb\u884c\u5b9a\u4f4d\u3002\u8fd9\u4e2a\u80fd\u529b\u4e3b\u8981\u88ab\u4eba\u7c7b\u7528\u4e8e\u5728\u4e0d\u719f\u6089\u6216\u8005\u5f88\u96be\u627e\u5230\u5730\u6807\u7684\u73af\u5883\u4e2d\uff08\u6bd4\u5982\u9ed1\u6697\u73af\u5883\uff09\u8fdb\u884c\u5b9a\u4f4d\u3002<\/span><\/p>\n<p line=\"FWC0\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p line=\"FWC0\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u7814\u7a76\u4eba\u5458\u53d1\u73b0<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u7c7b\u4f3c\u52a8\u7269\u7684\u516d\u8fb9\u5f62\u7f51\u683c\uff0c\u5f88\u81ea\u7136\u5730\u5c31\u51fa\u73b0\u5728\u4e86\u795e\u7ecf\u7f51\u7edc\u4e2d<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u3002\u800c\u4e14\u8ddf\u5728<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u4eba<\/span><\/strong><\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u7c7b\u7684\u795e\u7ecf\u6d3b\u52a8\u4e2d\u89c2\u6d4b\u5230\u7684\u6a21\u5f0f\u975e\u5e38\u7684\u76f8\u4f3c<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u3002\u4e5f\u652f\u6301\u4e86<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u7f51\u683c\u7ec6\u80de\u63d0\u4f9b\u4e86\u4e00\u79cd\u5bf9\u7a7a\u95f4\u7684\u9ad8\u6548\u7f16\u7801<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u7684\u89c2\u70b9\u3002<\/span><\/p>\n<p line=\"rrWk\"><span style=\"font-size: 15px;\"><\/span><\/p>\n<p line=\"JjdR\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\"><img class=\"\"          style=\"width: 554px;height: 363px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534231317.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/span><\/p>\n<p line=\"5lMh\" class=\"ql-long-3763112\" style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 14px;\">\u4eba\u5de5\u667a\u80fd\u751f\u6210\u4e86\u7c7b\u4f3c\u7f51\u683c\u7684\u8868\u793a\uff08\u4e0a\u56fe\uff09\uff0c\u8fd9\u8ddf\u54fa\u4e73\u52a8\u7269\u7684\u7f51\u683c\u7ec6\u80de\uff08\u4e0b\u56fe\uff09\u975e\u5e38\u76f8\u4f3c\u3002<\/span><\/strong><\/span><\/p>\n<p><br  \/><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section  style=\"min-width: 60px;text-align: center;padding: 0 30px 0 30px;border-bottom-width: 100px;border-bottom: 2px solid #e8e6e6;\" >\n<section style=\"display: inline-block;padding: 0px 10px;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" ><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\">3.\u6784\u9020\u667a\u80fdAgent<\/strong><\/span><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\">\u6d4b\u8bd5\u7f51\u683c\u7ed3\u6784\u7684\u5bfc\u822a\u80fd\u529b<span style=\"font-size: 16px;color: rgb(123, 12, 0);border-color: rgb(123, 12, 0);\"><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<p><br  \/><\/p>\n<blockquote>\n<p><span style=\"font-size: 15px;\">\u8fdb\u4e00\u6b65\u4e86\u89e3\u667a\u80fd\u4e3b\u4f53 Agent\uff0c\u8bf7\u79fb\u6b65\u9605\u8bfb\u96c6\u667a\u4ff1\u4e50\u90e8\u63a8\u6587<a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247487624&amp;idx=1&amp;sn=faf4f6b483c32adf438705564ff3605f&amp;chksm=e8944a05dfe3c31342bbeea08cdbea849daf39dce109283551bd25df72dffb839f30be84f4f5&amp;scene=21#wechat_redirect\" target=\"_blank\">\u300a\u591a\u4e3b\u4f53\u667a\u80fd\u4e0e\u4eba\u5de5\u793e\u4f1a\u300b<\/a><br  \/><\/span><\/p>\n<\/blockquote>\n<p><br  \/><\/p>\n<p line=\"TTxt\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u63a5\u4e0b\u6765\u7814\u7a76\u4eba\u5458\u6784\u9020\u667a\u80fd\u4e3b\u4f53\u6765\u5b9e\u9a8c\uff0c\u4e3a\u4e86\u9a8c\u8bc1\u201c<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u7f51\u683c\u7ec6\u80de\u662f\u5426\u652f\u6301\u57fa\u4e8e\u77e2\u91cf\u7684\u5bfc\u822a\u7cfb\u7edf<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u201d<\/span><span style=\"font-size: 15px;\">\u3002\u901a\u8fc7\u5c06\u521d\u59cb\u7684\u7f51\u683c\u7f51\u7edc\u548c\u4e00\u4e2a\u66f4\u5927\u7684\u7f51\u7edc\u7ed3\u6784\u76f8\u7ed3\u5408\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u53ef\u4ee5\u901a\u8fc7\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u6765\u8bad\u7ec3\u7684<strong>\u667a\u80fd\u4e3b\u4f53\uff08Artificial Agent\uff09<\/strong>\uff0c\u4ee5\u4fbf\u5728 VR \u6e38\u620f\u865a\u62df\u7a7a\u95f4\u73af\u5883\u4e2d\u6d4b\u8bd5\u5176\u5bfc\u822a\u80fd\u529b\u3002<\/span><\/p>\n<p line=\"KeS4\"><br  \/><\/p>\n<p line=\"pSDp\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u8fd9\u4e2a Agent \u8868\u73b0\u51fa\u4e86\u8d85\u4eba\u7684\u80fd\u529b\uff0c\u751a\u81f3\u8d85\u8d8a\u4e86\u804c\u4e1a\u73a9\u5bb6\u3002<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u5982\u679c\u73af\u5883\u4e2d\u5b58\u5728\u6377\u5f84\uff0c\u5b83\u4e5f\u4f1a\u201c\u6284\u8fd1\u8def\u201d<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\uff0c\u8fd9\u5c55\u73b0\u4e86\u4e0e\u52a8\u7269\u76f8\u4f3c\u7684\u7075\u6d3b\u7684\u5bfc\u822a\u80fd\u529b\u3002<\/span><\/p>\n<p line=\"Gb5Q\"><span style=\"font-size: 15px;\"><span style=\"margin-right: 2px;margin-left: 2px;font-size: 15px;width: inherit;height: inherit;\"><img loading=\"lazy\" class=\"gallery-image\"       height=\"291.406px\" style=\"margin: initial;transform: initial;\" width=\"614px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534231317.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/span><\/span><span style=\"font-size: 15px;\">\u7ecf\u8fc7\u4e00\u7cfb\u5217\u7684\u8bd5\u9a8c\uff0c\u7814\u7a76\u4eba\u5458\u53d1\u73b0\u4e86\u7f51\u683c\u8868\u793a\u5bf9\u4e8e\u57fa\u4e8e\u77e2\u91cf\u7684\u5bfc\u822a\u7cfb\u7edf\u7684\u91cd\u8981\u6027\u3002\u4f8b\u5982\uff0c\u5f53\u7f51\u7edc\u4e2d\u7684\u7f51\u683c\u795e\u7ecf\u5143\u88ab\u65e0\u6548\u5316\uff08\u8def\u5f84\u9694\u65ad\uff09\u65f6\uff0cAgent \u7684\u63a2\u8def\u80fd\u529b\u4e5f\u4f1a\u4e0b\u964d\u3002\u800c\u4e14\u5bf9\u4e8e\u76ee\u6807\u7684\u65b9\u5411\u548c\u8ddd\u79bb\u7684\u8861\u91cf\u4e5f\u4f1a\u53d8\u5f97\u4e0d\u51c6\u786e\u3002<\/span><\/p>\n<p line=\"bZzB\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\"><\/span><span style=\"font-size: 15px;margin-right: 2px;margin-left: 2px;width: inherit;height: inherit;\"><img loading=\"lazy\" class=\"gallery-image\"       height=\"397.562px\" width=\"614px\" style=\"margin: initial;transform: initial;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534231318.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/span><span style=\"font-size: 15px;\"><\/span><\/p>\n<p line=\"ZGd0\" class=\"ql-long-3763112\" style=\"white-space: normal;\"><span style=\"font-size: 15px;\">\u540c\u671fNature\u7684\u53e6\u4e00\u7bc7\u6587\u7ae0\u5c55\u793a\u4e86 Agent \u5982\u4f55\u201c\u6284\u8fd1\u8def\u201d\u3002\u5728\u54fa\u4e73\u52a8\u7269\u7684\u5927\u8111\u4e2d\uff0c\u5f53\u52a8\u7269\u5904\u5728\u73af\u5883\u4e2d\u7684\u4e00\u4e2a\u7279\u5b9a\u7684\u4f4d\u7f6e\u7684\u65f6\u5019\uff0c\u4f4d\u7f6e\u7ec6\u80de\u4f1a\u6fc0\u6d3b\u3002\u5f53\u5934\u671d\u5411\u7279\u5b9a\u4f4d\u7f6e\u7684\u65f6\u5019\uff0c\u65b9\u5411\u7ec6\u80de\u4f1a\u6fc0\u6d3b\u3002<\/span><\/p>\n<p line=\"ZGd0\" class=\"ql-long-3763112\" style=\"white-space: normal;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<blockquote>\n<p line=\"ZGd0\" class=\"ql-long-3763112\" style=\"white-space: normal;\"><span style=\"font-size: 15px;\">\u5982\u679c\u628a\u73af\u5883\u6784\u9020\u6210\u4e00\u4e2a\u516d\u8fb9\u5f62\u7684\u7f51\u683c\uff0c\u52a8\u7269\u5904\u4e8e\u5176\u4e2d\u7684\u4e00\u4e2a\u7f51\u683c\u7684\u65f6\u5019\uff0c\u7f51\u683c\u7ec6\u80de\u5c31\u4f1a\u6fc0\u6d3b\u3002\u7814\u7a76\u4eba\u5458\u5229\u7528\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u4e86\u4e00\u4e2a<span style=\"font-size: 15px;\">&nbsp;Agent&nbsp;<\/span>\u6765\u6a21\u4eff\u556e\u9f7f\u52a8\u7269\u7684\u5bfb\u8def\u8fc7\u7a0b\uff0c\u5f53\u7136\u4e5f\u5305\u62ec\u4e86\u4f4d\u7f6e\u548c\u65b9\u5411\u7ec6\u80de\u7684\u6d3b\u52a8\u3002\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u8bb8\u591a\u8ba1\u7b97\u5355\u5143\u8868\u73b0\u51fa\u4e86\u4e00\u79cd\u7c7b\u7f51\u683c\u5f0f\u7684\u6fc0\u6d3b\u6a21\u5f0f\u3002<\/span><\/p>\n<p line=\"yokO\" class=\"ql-long-3763112\" style=\"white-space: normal;\"><strong><span style=\"font-size: 15px;\">a\u56fe\u4e2d<\/span><\/strong><span style=\"font-size: 15px;\">\uff0c\u5728\u5b66\u4e60\u5bfc\u822a\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4f7f\u7528\u7f51\u683c\u7ec6\u80de\u7684\u7cfb\u7edf\uff08\u7ea2\u8272\u7684\u7ebf\uff09\u548c\u4f7f\u7528\u65b9\u5411\u548c\u4f4d\u7f6e\u7ec6\u80de\u7684\u7cfb\u7edf\uff08\u84dd\u8272\u7684\u7ebf\uff09\u90fd\u8d70\u4e86\u76f8\u540c\u7684\u8def\u7ebf\u3002<\/span><\/p>\n<p line=\"95fH\" class=\"ql-long-3763112\" style=\"white-space: normal;\"><strong><span style=\"font-size: 15px;\">b\u56fe\u4e2d<\/span><\/strong><span style=\"font-size: 15px;\">\uff0c\u5982\u679c\u5b58\u5728\u6377\u5f84\uff0c\u6bd4\u5982\u6253\u5f00\u4e86\u90a3\u4e2a\u4e4b\u524d\u5173\u95ed\u7684\u95e8\u3002\u53ea\u6709\u4f7f\u7528\u7f51\u683c\u7684\u7cfb\u7edf\u4f1a\u53bb\u201c\u6284\u8fd1\u8def\u201d\u3002\u8fd9<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u51f8\u663e\u4e86\u7f51\u683c\u7ec6\u80de\u7684\u7075\u6d3b\u7684\u5bfb\u8def\u7b56\u7565<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u3002<\/span><\/p>\n<\/blockquote>\n<p line=\"95fH\" class=\"ql-long-3763112\" style=\"white-space: normal;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p line=\"qOb0\"><span style=\"font-size: 15px;\"><\/span><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section  style=\"min-width: 60px;text-align: center;padding: 0 30px 0 30px;border-bottom-width: 100px;border-bottom: 2px solid #e8e6e6;\" >\n<section style=\"display: inline-block;padding: 0px 10px;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" ><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\">4.\u56fe\u89e3\uff1aAI \u5982\u4f55\u5e26\u4f60\u627e\u5230\u76ee\u7684\u5730<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p line=\"WRiN\" class=\"ql-long-3763112\"><span style=\"margin-right: 2px;margin-left: 2px;font-size: 15px;width: inherit;height: inherit;\"><img class=\"gallery-image\"            style=\"margin: initial;transform: initial;width: 558px;height: 358px;\" src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_gif\/wibWV1DB7tWKlck8DqibZBdVL5h6qLA8p2cXM70WqpL1ldsp8rtHicCnPPkEeTAuEbzRPkutdsILibicicvCpmOuq7hA\/640\"  \/><\/span><\/p>\n<p line=\"HI3V\" class=\"ql-long-3763112\" style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\"><strong>\u5229\u7528\u7f51\u683c\u5355\u5143\u7684\u57fa\u4e8e\u77e2\u91cf\u5bfc\u822a\u7684\u793a\u610f\u56fe\u3002<\/strong><\/span><\/p>\n<p line=\"HI3V\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\"><br  \/><\/span><\/p>\n<p line=\"HI3V\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\">\u5e95\u90e8\u7684\u5708\u5708\u8868\u793a\u4e86\u4e0d\u540c\u5c3a\u5ea6\u4e0b\u7684\u7f51\u683c\u5355\u5143\u3002\u6709\u989c\u8272\u7684\u7ec6\u80de\u8868\u793a\u6fc0\u6d3b\u7684\u7ec6\u80de\u3002\u5f53 Agent \u79fb\u52a8\u7684\u65f6\u5019\uff0c\u7f51\u683c\u5355\u5143\u4f1a\u6fc0\u6d3b\uff0c\u8868\u793a\u5f53\u524d\u7684\u7f51\u683c\u7f16\u7801\u7684\u6539\u53d8\uff0c\u4ee5\u53cd\u6620\u8fdb\u5165\u4e86\u4e0d\u540c\u7684\u6fc0\u6d3b\u533a\u57df\u3002\u7f51\u683c\u5355\u5143\u7528\u6765\u8ba1\u7b97\u5230\u76ee\u7684\u5730\u6700\u77ed\u7684\u8def\u5f84\u3002<\/span><\/p>\n<p line=\"w2Km\"><br  \/><\/p>\n<p line=\"VczC\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">Agent \u4ece\u53f3\u4e0b\u7684\u6a59\u8272\u70b9\u5f00\u59cb\u51fa\u53d1\uff0c\u5de6\u4e0a\u7684\u7eff\u8272\u70b9\u662f\u76ee\u7684\u5730\u3002\u5f53 Agent \u63a2\u7d22\u623f\u95f4\u7684\u65f6\u5019\uff0c\u7f51\u683c\u5355\u5143\u4f1a\u6fc0\u6d3b\u8868\u793a Agent \u7684\u4f4d\u7f6e\uff08\u6a59\u8272\u7684\u692d\u5706\uff09\u3002<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u8fd9\u79cd\u7f51\u683c\u5355\u5143\u5728 Agent \u5f53\u524d\u4f4d\u7f6e\u6d3b\u8dc3\u7684\u6a21\u5f0f\u5c31\u662f\u201c\u5f53\u524d\u7f51\u683c\u7f16\u7801\u201d\u3002<\/span><\/strong><\/span><\/p>\n<p line=\"VczC\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p line=\"yTgj\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u5f53<span style=\"font-size: 15px;\">&nbsp;Agent&nbsp;<\/span>\u901a\u8fc7\u873f\u8712\u7684\u8def\u5f84\u7b2c\u4e00\u6b21\u5230\u8fbe\u76ee\u7684\u5730\u65f6\uff0c\u7f51\u683c\u5355\u5143\u4f1a\u6fc0\u6d3b\u6210\u7eff\u8272\u8868\u793a<span style=\"font-size: 15px;\">&nbsp;Agent&nbsp;<\/span>\u5df2\u7ecf\u5230\u8fbe\u4e86\u76ee\u7684\u5730\uff0c<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u76ee\u7684\u5730\u4f1a\u5b58\u50a8\u5728\u76ee\u6807\u7f51\u683c\u7f16\u7801\u4e2d<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\uff0c\u4e8e\u662f<span style=\"font-size: 15px;\">&nbsp;Agent&nbsp;<\/span>\u73b0\u5728\u5c31\u77e5\u9053\u4e86\u76ee\u7684\u5730\u7684\u4f4d\u7f6e\u4e86\u3002<\/span><\/p>\n<p line=\"yN9K\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p line=\"yN9K\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u63a5\u4e0b\u6765\u5f53 Agent \u518d\u4e00\u6b21\u4ece\u8d77\u59cb\u70b9\u5f00\u59cb\u7684\u65f6\u5019\uff0c<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u4f1a\u4ece\u8bb0\u5fc6\u4e2d\u83b7\u5f97\u76ee\u7684\u5730\u7684\u7f51\u683c\u7f16\u7801\u3002\u7136\u540e\u8ba1\u7b97\u4e00\u4e2a\u4ece\u8d77\u70b9\u5230\u76ee\u7684\u5730\u6700\u8fd1\u8def\u5f84\u7684\u5411\u91cf<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u3002Agent \u4f1a\u8ddf\u7740\u8fd9\u4e2a\u8ba1\u7b97\u51fa\u6765\u5411\u91cf\u8d70\u4e00\u4e2a\u6700\u77ed\u7684\u8def\u5f84\u3002<\/span><\/p>\n<p line=\"y1n3\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p line=\"y1n3\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u4e8e\u662f<span style=\"font-size: 15px;\">&nbsp;Agent&nbsp;<\/span>\u5c31\u5229\u7528\u57fa\u4e8e\u5411\u91cf\u7684\u5bfc\u822a\u7cfb\u7edf\u5230\u8fbe\u4e86\u76ee\u7684\u5730\u3002<\/span><\/p>\n<p line=\"wQIW\"><br  \/><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section  style=\"min-width: 60px;text-align: center;padding: 0 30px 0 30px;border-bottom-width: 100px;border-bottom: 2px solid #e8e6e6;\" >\n<section style=\"display: inline-block;padding: 0px 10px;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" ><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\">5.\u4eba\u5de5\u667a\u80fd\u6709\u671b\u89e3\u51fa\u66f4\u591a\u5927\u8111\u8c1c\u9898\uff01<span style=\"font-size: 16px;color: rgb(123, 12, 0);border-color: rgb(123, 12, 0);\"><\/span><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p line=\"wQIW\"><br  \/><\/p>\n<p line=\"wQIW\"><br  \/><\/p>\n<p line=\"nCKV\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">DeepMind\u7684\u7814\u7a76\u4eba\u5458\u8ba4\u4e3a\uff0c\u4ed6\u4eec\u7684\u7814\u7a76\u662f\u7406\u89e3\u5927\u8111\u4e2d\u7f51\u7edc\u7ec6\u80de\u57fa\u7840\u8ba1\u7b97\u529f\u80fd\u7684\u91cd\u8981\u4e00\u6b65\uff0c\u8fd9\u4e5f\u51f8\u663e\u5b83\u4eec\u5bf9<span style=\"font-size: 15px;\">&nbsp;Agent&nbsp;<\/span>\u7684\u597d\u5904\u3002\u8fd9\u4e9b\u8bc1\u636e\u6709\u529b\u652f\u6301\u4e86\u4e00\u79cd\u7406\u8bba\uff0c\u5373<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u7f51\u683c\u5355\u5143\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6b27\u51e0\u91cc\u5f97\u7684\u7a7a\u95f4\u6846\u67b6\u6216\u8005\u8bf4\u4e00\u79cd\u7a7a\u95f4\u7684\u6982\u5ff5<\/span><\/strong><\/span><span style=\"font-size: 15px;\">\u3002\u8fd9<\/span><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0);font-size: 15px;\">\u4f7f\u5f97\u57fa\u4e8e\u77e2\u91cf\u7684\u5bfc\u822a\u6210\u4e3a\u4e86\u53ef\u80fd\u3002<\/span><\/strong><\/span><\/p>\n<p line=\"4Dnh\"><br  \/><\/p>\n<p line=\"Aa2u\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u66f4\u5e7f\u6cdb\u5730\u8bf4\uff0c\u5148\u524d\u7814\u7a76\u4eba\u5458\u7684\u5de5\u4f5c\u91cd\u7533\u4e86\u5229\u7528\u5927\u8111\u4f5c\u4e3a\u6784\u5efa\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7075\u611f\u7684\u6f5c\u529b\u3002\u4e4b\u524d\u5e7f\u6cdb\u7684\u5bf9\u4e8e\u7f51\u683c\u7ec6\u80de\u7684\u795e\u7ecf\u79d1\u5b66\u7814\u7a76\u4f7f\u5f97\u4eba\u5de5\u667a\u80fd\u5177\u5907\u4e86\u53ef\u89e3\u91ca\u6027\u3002\u8fd9\u4fbf\u662f\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u4e00\u4e2a\u4e3b\u8981\u7684\u8bfe\u9898\u3002\u5f53\u5c1d\u8bd5\u7406\u89e3\u5185\u90e8\u8868\u5f81\u65f6\uff0c\u901a\u8fc7\u7ed9\u6211\u4eec\u4e00\u4e9b\u7ebf\u7d22\uff0c\u6211\u4eec\u66f4\u5bb9\u6613\u660e\u767d\u5e94\u8be5\u53bb\u5bfb\u627e\u4ec0\u4e48\u3002\u8fd9\u9879\u7814\u7a76\u8fd8\u5c55\u793a\u4e86\u903c\u771f\u865a\u62df\u73af\u5883\u4e0b\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u79ef\u6781\u53c2\u4e0e\u590d\u6742\u884c\u4e3a\u7684\u6f5c\u529b\uff0c\u8fd9\u53ef\u4ee5\u6765\u6d4b\u8bd5\u5927\u8111\u5982\u4f55\u5de5\u4f5c\u7684\u7406\u8bba\u3002<\/span><\/p>\n<p line=\"c7Y3\"><br  \/><\/p>\n<p line=\"rGWM\" class=\"ql-long-3763112\"><span style=\"font-size: 15px;\">\u8fdb\u4e00\u6b65\u4f7f\u7528\u8fd9\u4e2a\u539f\u5219\uff0c\u7c7b\u4f3c\u7684\u65b9\u6cd5\u53ef\u4ee5\u7528\u6765\u6d4b\u8bd5\u5173\u4e8e\u5927\u8111\u533a\u57df\u7684\u7406\u8bba\uff0c\u8fd9\u4e9b\u533a\u57df\u5bf9\u4e8e\u611f\u77e5\u58f0\u97f3\u548c\u63a7\u5236\u56db\u80a2\u662f\u5f88\u91cd\u8981\u7684\u3002\u5728\u672a\u6765\uff0c\u8fd9\u79cd\u795e\u7ecf\u7f51\u7edc\u5f88\u53ef\u80fd\u4e3a\u79d1\u5b66\u5bb6\u63d0\u4f9b\u4e00\u79cd\u65b0\u7684\u65b9\u5f0f\u6765\u8fdb\u884c\u8bd5\u9a8c\uff0c\u63d0\u51fa\u65b0\u7684\u7406\u8bba\uff0c\u751a\u81f3\u5b8c\u6210\u76ee\u524d\u5728\u52a8\u7269\u8eab\u4e0a\u505a\u7684\u4e00\u4e9b\u7814\u7a76\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<p><br  \/><\/p>\n<blockquote>\n<p><span style=\"font-size: 14px;\">\u6765\u6e90\uff1ahttps:\/\/deepmind.com\/blog\/grid-cells\/<\/span><\/p>\n<p><span style=\"font-size: 14px;\"><span style=\"font-size: 14px;\">\u7ffb\u8bd1\uff1a\u96c6\u667a\u7ffb\u8bd1\u7ec4\u6210\u5458 \u590f\u4f73\u8c6a<\/span><\/span><\/p>\n<p><span style=\"font-size: 14px;\">\u7f16\u8f91\uff1a\u96c6\u667a\u5c0f\u4ed9\u5973<\/span><\/p>\n<\/blockquote>\n<p><br  \/><\/p>\n<p style=\"text-align: center;\"><img class=\"\"     src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534231326.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);\">\n<section  style=\"margin-top: 20px;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\">\u96c6\u667a\u56e2\u961f\u62db\u65b0<\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p line=\"dJFt\" class=\"\" style=\"color: rgb(51, 51, 51);\"><br  \/><\/p>\n<p line=\"dJFt\" class=\"\" style=\"color: rgb(51, 51, 51);\"><span style=\"font-size: 15px;\">\u591a\u4e2a\u5c97\u4f4d\u62db\u52df\u5fd7\u613f\u8005\u3001\u5b9e\u4e60\u751f\uff0c<\/span><span style=\"font-size: 15px;\">\u62a5\u540d\u5f00\u653e\u4e2d\u3002\u4e86\u89e3\u8be6\u60c5\uff1a<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247487778&amp;idx=1&amp;sn=c2e77ec93213c4c63f57a777ff10e368&amp;chksm=e8944bafdfe3c2b9d66544dafe7403159473e8c94fd3bc513f5300c353bcec49c0c0b69797af&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 15px;\">\u96c6\u667a\u4ff1\u4e50\u90e8\u56e2\u961f\u62db\u65b0\u5566\uff01<\/a><\/p>\n<h1 class=\"\" style=\"color: rgb(51, 51, 51);\">\n<p style=\"text-align: center;\"><br  \/><\/p>\n<p style=\"text-align: center;\"><img class=\"__bg_gif\"      style=\"width: 404px !important;visibility: visible !important;\" width=\"404px\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534231326.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"text-align: center;\"><strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742!<\/strong><\/p>\n<p style=\"text-align: center;\"><br  \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 15px;\"><\/span><\/p>\n<hr style=\"line-height: 25.6px;widows: 1;\"  \/>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;widows: 1;text-align: center;\"><img class=\"__bg_gif\"     style=\"letter-spacing: 0.5px;visibility: visible !important;width: 64px !important;\" width=\"100%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534231326.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<p><br  \/><\/p>\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;widows: 1;letter-spacing: 0.5px;\">\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;\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 12px;color: rgb(136, 136, 136);\">\u96c6\u667aQQ\u7fa4\uff5c292641157<br  \/><span style=\"width: 0px;height: 0px;visibility: hidden;\"><\/span>\u5546\u52a1\u5408\u4f5c\uff5czhangqian@swarma.org<br  \/>\u6295\u7a3f\u8f6c\u8f7d\uff5cwangting@swarma.org<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h1>\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;text-align: center;\"><strong mpa-from-tpl=\"t\" style=\"font-size: 14px;white-space: pre-wrap;color: rgb(0, 112, 192);line-height: 25.6px;\"><strong mpa-from-tpl=\"t\" 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<h1 class=\"\" style=\"color: rgb(51, 51, 51);\">\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;widows: 1;letter-spacing: 0.5px;\">\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<section   style=\"margin-right: 0.5em;margin-left: 0.5em;\"><\/section>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;\"><span style=\"color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\"><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;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><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;\">\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 class=\"\"      style=\"overflow-wrap: break-word !important;visibility: visible !important;width: auto !important;\" width=\"auto\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534231326.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<\/h1>\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>\u5bfc\u8bed 5\u67089\u65e5\uff0cDeepMind \u56e2\u961f\u4e0e UCL \u5728 Nature \u4e0a\u53d1\u8868\u91cd\u78c5\u7814\u7a76\u6210\u679c\uff1a\u4eba\u5de5\u667a\u80fd\u6f14\u5316\u51fa\u548c\u52a8\u7269\u5927\u8111\u7c7b\u4f3c\u7684\u7a7a\u95f4\u5bfc\u822a\u80fd\u529b\uff0c\u5f15\u8d77\u4eba\u5de5\u667a\u80fd\u548c\u795e\u7ecf\u79d1\u5b66\u9886\u57df\u7684\u70ed\u8bae\u3002\u672c\u6587\u662f DeepMind \u5b98\u7f51\u5bf9\u8fd9\u9879\u5de5\u4f5c\u7684\u4ecb\u7ecd\u3002 1.\u7f51\u683c\u7ec6\u80de\u2014\u2014 \u52a8\u7269\u5927\u8111\u91cc\u7684 GPS \u5927\u591a\u6570\u52a8\u7269\uff0c\u5305\u62ec\u4eba\u7c7b\uff0c\u90fd\u80fd\u7075\u6d3b\u5730\u5728\u4ed6\u4eec\u6240\u751f\u6d3b&#8230;<\/p>\n","protected":false},"author":1,"featured_media":2251,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[20],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/2250"}],"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=2250"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/2250\/revisions"}],"predecessor-version":[{"id":2269,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/2250\/revisions\/2269"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/2251"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2250"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2250"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2250"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=2250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}