{"id":4690,"date":"2017-07-01T01:00:00","date_gmt":"2017-06-30T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-06T00:33:23","modified_gmt":"2018-12-05T16:33:23","slug":"%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e7%a4%be%e4%bc%9a%e5%ad%a6%ef%bc%8d%e6%9c%aa%e6%9d%a5%e7%9a%84%e6%96%b0%e5%85%b4%e5%ad%a6%e7%a7%91%ef%bc%9f-ai%e8%a7%86%e9%87%8e%ef%bc%88%e5%9b%9b","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=4690","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u5b66\uff0d\u672a\u6765\u7684\u65b0\u5174\u5b66\u79d1\uff1f\u2014\u2014AI\u89c6\u91ce\uff08\u56db\uff09| \u5f20\u6c5f"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<section  style=\"display: none; height: 0px;\"><\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232127.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\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 0px 0px 1em; 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 0px 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; 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; padding: 0px; max-width: 100%; font-size: 1em; font-weight: inherit; 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line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6240\u6709\u8fd9\u4e9b\u672c\u8d28\u4e0a\u90fd\u662f\u5728\u7814\u7a76\u4eba\u5de5\u667a\u80fd\u6784\u6210\u7684\u793e\u4f1a\uff0c\u5c3d\u7ba1\u5b83\u4eec\u7684\u672c\u8d28\u76ee\u7684\u5e76\u4e0d\u662f\u76f8\u540c\u7684\u3002\u63a5\u4e0b\u6765\uff0c\u5c31\u8ba9\u6211\u4eec\u6cbf\u7740\u5386\u53f2\u7684\u987a\u5e8f\uff0c\u8003\u5bdf\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u7684\u7814\u7a76\u601d\u8def\u3002<\/span><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em;\"><inherit><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 14px;\"><\/span><\/strong><\/span><\/inherit><\/p>\n<section  class=\"mpa-template\" >\n<section style=\" display: -webkit-box; display: -webkit-box-flex; display: flex; margin:10px 20px; \">\n<section style=\"background-color: rgb(105, 13, 3); height: 32px; width: 6px;\"><\/section>\n<section style=\" background-color: #fff; height:32px; width:2px; \"><\/section>\n<section style=\"background-color: rgb(105, 13, 3); height: 32px; width: 2px;\"><\/section>\n<section style=\" font-size: 18px; line-height: 32px; padding-left: 10px; \"><span style=\"color: rgb(123, 12, 0); font-size: 15px;\"><strong><span style=\"color: rgb(123, 12, 0);\">\u4eba\u5de5\u793e\u4f1a<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: left;\"><inherit><span style=\"font-size: 13px;\">\u65e9\u57281971\u5e74\uff0c\u8457\u540d\u7684\u7ecf\u6d4e\u8bfa\u8d1d\u5c14\u5956\u83b7\u5f97\u8005Thomas Schelling\u5c31\u6784\u9020\u4e86\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u793e\u4f1aSegaration\uff0c\u7528\u6765\u7814\u7a76\u79cd\u65cf\u9694\u79bb\u95ee\u9898\u3002\u7ebd\u7ea6\u4e00\u76f4\u662f\u4e00\u4e2a\u591a\u6c11\u65cf\u805a\u5c45\u7684\u57ce\u5e02\uff0cSchelling\u654f\u9510\u5730\u53d1\u73b0\uff0c\u540c\u79cd\u65cf\u7684\u4eba\u4f1a\u76f8\u4e92\u805a\u96c6\u5728\u4e00\u8d77\u3002\u5c3d\u7ba1\u540e\u6765\u7ebd\u7ea6\u653f\u5e9c\u66fe\u8bd5\u56fe\u5f3a\u5236\u5c06\u4e0d\u540c\u79cd\u65cf\u7684\u4eba\u6df7\u5408\u5728\u4e00\u8d77\uff0c\u4ee5\u4fc3\u8fdb\u6c11\u65cf\u548c\u8c10\uff0c\u4f46\u662f\u7ecf\u8fc7\u957f\u65f6\u95f4\u7684\u6f14\u5316\uff0c\u5bb6\u65cf\u7684\u4e0d\u65ad\u642c\u8fc1\uff0c\u6700\u7ec8\u4ecd\u7136\u5f62\u6210\u4e86\u591a\u79cd\u65cf\u5206\u5272\u7684\u73b0\u8c61\u3002\u4e3a\u4e86\u7406\u89e3\u8fd9\u4e00\u793e\u4f1a\u73b0\u8c61\uff0cSchelling\u5f00\u53d1\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u4eba\u5de5\u793e\u4f1a\u6a21\u578bSegaration\uff0c\u8be5\u6a21\u578b\u4e0d\u4ec5\u91cd\u73b0\u4e86\u79cd\u65cf\u5206\u5272\u73b0\u8c61\uff0c\u8fd8\u4ece\u6a21\u578b\u7684\u89d2\u5ea6\u8bc1\u660e\u4e86\u653f\u5e9c\u5f3a\u884c\u5c06\u4e0d\u540c\u79cd\u65cf\u6df7\u5408\u5728\u4e00\u8d77\u7684\u5c1d\u8bd5\u662f\u5f92\u52b3\u7684\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0cSegaration\u6210\u4e3a\u4e86\u793e\u4f1a\u5b66\u4eff\u771f\u7684\u5f00\u5c71\u4e4b\u4f5c\uff0c\u540e\u6765Schelling\u8fd8\u8363\u83b7\u4e86\u8bfa\u8d1d\u5c14\u7ecf\u6d4e\u5b66\u5956\u3002<\/span><\/inherit><\/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: pointer; width: 408px; height: 408px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534232128.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 12px;\">Netlogo\u4e2d\u7684\u4eba\u5de5\u793e\u4f1a\u6a21\u62df\u7a0b\u5e8fSegaration\uff0c\u5176\u4e2d\u7ea2\u8272\u548c\u7eff\u8272\u683c\u70b9\u5206\u522b\u8868\u793a\u4e24\u79cd\u4e0d\u540c\u7684\u79cd\u65cf\u5c45\u4f4f\u5730\uff0c\u9ed1\u8272\u683c\u70b9\u8868\u793a\u7a7a\u5730\u3002\u6bcf\u4e2a\u7ea2\uff08\u7eff\uff09\u683c\u70b9\u90fd\u6309\u7167\u5982\u4e0b\u89c4\u5219\u6f14\u5316\uff1a\u5f53\u90bb\u5c45\u4e2d\u5f02\u65cf\u6bd4\u4f8b\u8d85\u8fc7\u4e00\u5b9a\u9608\u503c\uff08\u53c2\u6570p\uff09\u7684\u65f6\u5019\uff0c\u5c31\u642c\u5bb6\uff0c\u968f\u673a\u627e\u4e00\u4e2a\u6ca1\u6709\u4eba\u7684\u5730\u65b9\u4f4f\u4e0b\u6765\u3002\u6700\u7ec8\uff0c\u6a21\u578b\u6709\u53ef\u80fd\u6f14\u5316\u5230\u4e00\u79cd\u7a33\u5b9a\u7684\u5f62\u6001\u3002\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u4e0d\u540c\u79cd\u65cf\u5206\u522b\u4f4f\u5728\u4e86\u4e0d\u540c\u7684\u533a\u5757\u3002<\/span><\/strong><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5bc6\u897f\u6839\u5927\u5b66\u7684\u8457\u540d\u653f\u6cbb\u5b66\u5bb6R. Axelrod\u4e5f\u662f\u7814\u7a76\u4eba\u5de5\u667a\u80fd\u4f53\u793e\u4f1a\u5b66\u7684\u5148\u9a71\uff0c\u4ed6\u65e9\u57281984\u5e74\u7684\u65f6\u5019\u5c31\u7ec4\u7ec7\u4e86\u591a\u8f6e\u8ba1\u7b97\u673a\u5b9e\u9a8c\u4ee5\u63a2\u8ba8\u5408\u4f5c\u7684\u6f14\u5316\u3002\u5b83\u9996\u5148\u91c7\u7528\u4eba\u5de5\u53c2\u4e0e\u7684\u65b9\u5f0f\uff0c\u5373\u5411\u5168\u4e16\u754c\u5b66\u8005\u5f81\u96c6\u4eba\u5de5\u667a\u80fd\u7a0b\u5e8f\uff0c\u5e76\u5c06\u8fd9\u4e9b\u7a0b\u5e8f\u653e\u5230\u540c\u6837\u4e00\u4e2a\u7ade\u6280\u573a\u5185\u8fdb\u884c\u4ea4\u4e92\u3002\u7136\u540e\uff0c\u7ade\u6280\u573a\u4f1a\u4efb\u610f\u9009\u62e9\u4e24\u4e2a\u7a0b\u5e8f\uff0c\u5e76\u8ba9\u4ed6\u4eec\u73a9\u6240\u8c13\u7684\u56da\u5f92\u56f0\u5883\u535a\u5f08\uff0c\u4ee5\u8ba1\u7b97\u4e24\u4e2a\u7a0b\u5e8f\u7684\u76f8\u5e94\u5f97\u5206\u3002\u6700\u540e\uff0c\u7ecf\u8fc7\u591a\u8f6e\u6bd4\u8d5b\u540e\uff0c\u5f97\u5206\u6700\u9ad8\u8005\u5374\u662f\u4e00\u4e2a\u8d85\u7ea7\u7b80\u5355\u7684\u7a0b\u5e8f\uff0c\u53eb\u505a\u201c\u9488\u950b\u76f8\u5bf9\u201d\uff08Tit for tat\uff09\uff0c\u5b83\u7684\u7b56\u7565\u662f\u9996\u5148\u5408\u4f5c\uff0c\u7136\u540e\u53ea\u8981\u5bf9\u65b9\u53db\u53d8\uff0c\u4ed6\u5c31\u679c\u65ad\u5730\u4e0d\u5408\u4f5c\u3002<\/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: pointer; width: 493px; height: 380px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534232128.jpg\" 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;\"><strong><span style=\"font-size: 12px; color: rgb(136, 136, 136);\">\u56da\u5f92\u56f0\u5883\u535a\u5f08\uff0c\u8be5\u535a\u5f08\u51f8\u663e\u4e86\u5408\u4f5c\u7684\u590d\u6742\u6027\u3002\u5c3d\u7ba1\u5bf9\u4e8e\u53cc\u65b9\u6574\u4f53\u6765\u8bf4\uff0c\u90fd\u5408\u4f5c\u662f\u6700\u597d\u7684\u9009\u62e9\uff0c\u4f46\u662f\u8be5\u535a\u5f08\u7684\u7eb3\u4ec0\u5747\u8861\u89e3\u5374\u662f\u90fd\u80cc\u53db\u3002<\/span><\/strong><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u7b2c\u4e8c\u573a\u6bd4\u8d5b\u5219\u5b8c\u5168\u6ca1\u6709\u4eba\u7c7b\u6765\u53c2\u4e0e\uff0c\u800c\u662f\u5141\u8bb8\u7a0b\u5e8f\u81ea\u5df1\u901a\u8fc7\u9057\u4f20\u7b97\u6cd5\u800c\u4e0d\u65ad\u5730\u6539\u8fdb\u7a0b\u5e8f\uff0c\u770b\u6700\u7ec8\u8fdb\u5316\u662f\u5982\u4f55\u5728\u8fd9\u4e2a\u4eba\u5de5\u793e\u4f1a\u4e2d\u8d77\u4f5c\u7528\u7684\u3002\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u5408\u4f5c\u4f5c\u4e3a\u4e00\u79cd\u8fdb\u5316\u7a33\u5b9a\u7684\u7ed3\u679c\u662f\u53ef\u4ee5\u81ea\u53d1\u6f14\u5316\u51fa\u6765\u7684\uff0c\u800c\u4e14\u9057\u4f20\u7b97\u6cd5\u751a\u81f3\u53ef\u4ee5\u53d1\u73b0\u6bd4\u4eba\u624b\u5de5\u7f16\u5199\u66f4\u597d\u7684\u7a0b\u5e8f\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><br  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u53e6\u5916\u4e00\u4e2a\u65e9\u671f\u7684\u4eba\u5de5\u793e\u4f1a\u6a21\u578b\u8981\u7b97Arthur\u548c Holland\u5408\u4f5c\u7684\u4eba\u5de5\u80a1\u5e02\u6a21\u578b\uff08Artificial Stock Model\uff09\u3002\u4e0e\u4f20\u7edf\u7684\u80a1\u5e02\u4ea4\u6613\u6a21\u578b\u4e0d\u540c\uff0cArthur\u7b49\u4eba\u653e\u5f03\u4e86\u6bcf\u4e2a\u4ea4\u6613\u4e3b\u4f53\uff08Agent\uff09\u90fd\u5fc5\u987b\u5177\u6709\u5168\u90e8\u7684\u4fe1\u606f\u3001\u5b8c\u7f8e\u7684\u7406\u6027\u7b49\u5f3a\u5047\u8bbe\uff0c\u53d6\u800c\u4ee3\u4e4b\u7684\u662fAgent\u53ef\u4ee5\u901a\u8fc7\u5386\u53f2\u4fe1\u606f\u4e0d\u65ad\u7684\u5b66\u4e60\uff0c\u4fee\u6539\u81ea\u5df1\u5bf9\u80a1\u4ef7\u8d70\u52bf\u7684\u9884\u6d4b\uff1b \u4e5f\u5c31\u662f\u8bf4\u4eba\u5de5\u80a1\u5e02\u662f\u4e00\u4e2a\u4e0d\u65ad\u53d8\u5316\u7684\u6c38\u4e0d\u5e73\u8861\u7684\u7cfb\u7edf\uff0cAgent\u4e4b\u95f4\u7684\u5173\u7cfb\u662f\u4e00\u79cd\u65e2\u6709\u7ade\u4e89\u53c8\u6709\u5408\u4f5c\u7684\u534f\u540c\u8fdb\u5316\u5173\u7cfb\u3002\u8be5\u6a21\u578b\u6210\u529f\u7684\u6a21\u62df\u51fa\u4e86\u771f\u5b9e\u80a1 \u5e02\u4e2d\u7684\u201c\u80a1\u5e02\u5fc3\u7406\u201d\uff0c\u4ee5\u53ca\u72c2\u6da8\u72c2\u8dcc\u7684\u975e\u7ebf\u6027\u7a81\u53d8\u73b0\u8c61\u3002\u76ee\u524d\uff0c\u8fd0\u7528\u4eba\u5de5\u80a1\u5e02\u6a21\u578b\uff0c\u4eba\u4eec\u53ef\u4ee5\u901a\u8fc7\u66f4\u6539\u6a21\u578b\u7684\u53c2\u6570\u6765\u6a21\u62df\u3001\u9884\u6d4b\u67d0\u79cd\u65b0\u7684\u80a1\u7968\u653f\u7b56\u662f\u5426\u53ef\u4ee5\u8fbe\u5230\u9884\u671f\u7684\u6548\u679c\u3002<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">1996\u5e74\uff0cEpstein\u548cAxtell\u5728\u8ba1\u7b97\u673a\u4e2d\u6784\u9020\u4e86\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u519c\u573a\uff0c\u53eb\u505aSugarspace\uff0c\u5176\u4e2d\u53ef\u4ee5\u65f6\u4e0d\u65f6\u5730\u957f\u51fa\u201c\u7cd6\u679c\u201d\uff08Sugar\uff09\u6216\u8005\u201c\u9999\u6599\u201d\uff08Spice\uff09\u51fa\u6765\u3002\u4e4b\u540e\uff0c\u4ed6\u4eec\u5c06\u4e00\u7cfb\u5217\u4eba\u5de5\u667a\u80fd\u4f53\u653e\u5230\u5176\u4e2d\uff0c\u5e76\u4e3a\u8fd9\u4e9bAgent\u8d4b\u4e88\u7b80\u5355\u7684\u7a0b\u5e8f\uff0c\u8ba9\u5b83\u4eec\u5728\u8fd9\u4e2a\u5f00\u5fc3\u519c\u573a\u4e2d\u5f00\u91c7\u3001\u4ea4\u6613\u3001\u7e41\u6b96\u3001\u793e\u4ea4\uff0c\u2026\u2026\u3002\u6240\u6709\u8fd9\u4e9b\u6709\u8da3\u7684\u5b9e\u9a8c\u7ed3\u679c\u88ab\u4ed6\u4eec\u603b\u7ed3\u6210\u4e86\u4e00\u672c\u4e66\uff0c\u5c31\u53eb\u505a\u201c\u517b\u6b96\u4eba\u5de5\u793e\u4f1a\u201d\uff08Growing Artificial Societies\uff09\u3002<\/span><\/inherit><\/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: pointer; width: 204px; height: 305px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534232128.jpg\" 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: 12px;\">\u201cGrowing Artificial Societies\u201d\u4e00\u4e66\u5c01\u9762<\/span><\/strong><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: left;\"><span style=\"font-size: 13px;\">ASPEN\u6a21\u578b\u662f\u7f8e\u56fdSandia\u56fd\u5bb6\u8bd5\u9a8c\u5ba4\u5728 1996 \u5e74\u5f00\u59cb\u5f00\u53d1\u7684\u4e00\u4e2a\u57fa\u4e8eAgent\u7684\u7ecf\u6d4e\u7cfb\u7edf\u6a21\u578b\u3002\u8fd9\u662f\u4e00\u4e2a\u8f83\u5927\u89c4\u6a21\u7684\u6a21\u62df\u4e86\u5305\u62ec\u516c\u53f8\u3001\u4f4f\u6237\u548c\u653f\u5e9c\u7b49\u5404 \u79cdAgent\u7684\u7ecf\u6d4e\u7cfb\u7edf\u6a21\u578b\u3002\u91c7\u7528\u5148\u8fdb\u7684\u5efa\u6a21\u6280\u672f\u4ee5\u53ca\u5927\u89c4\u6a21\u5e76\u884c\u8ba1\u7b97\u673a\u7684\u652f\u6301\uff0cASPEN\u6a21\u578b\u6210\u529f\u7684\u5e94\u7528\u4e8e\u7f8e\u56fd\u5b8f\u89c2\u7ecf\u6d4e\u7cfb\u7edf\u548c\u8fc7\u6e21\u7ecf\u6d4e\u7684\u7814\u7a76\u4e2d\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u2026\u2026\u4e4b\u540e\uff0c\u8fd9\u79cd\u4eba\u5de5\u6a21\u62df\u793e\u4f1a\u7684\u65b9\u6cd5\u88ab\u5e94\u7528\u4e8e\u4ece\u7ecf\u6d4e\u5b66\u3001\u91d1\u878d\u5b66\uff0c\u5230\u7ec4\u7ec7\u5b66\u3001\u6587\u5316\u5b66\u3001\u793e\u4f1a\u5b66\u7b49\u5404\u4e2a\u65b9\u9762\u3002\u66f4\u591a\u8be6\u60c5\u8bf7\u70b9\u770b\u672c\u4eba\u591a\u5e74\u524d\u5199\u7684\u4e00\u7bc7\u7efc\u8ff0\u6587\u7ae0\u300a\u4eba\u5de5\u793e\u4f1a\u2014\u2014\u57fa\u4e8eAgent\u7684\u793e\u4f1a\u5b66\u4eff\u771f\u300b\u70b9\u51fb\u9605\u8bfb\u539f\u6587\u53ef\u4ee5\u83b7\u53d6\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\"><\/span><\/strong><\/span><\/p>\n<section  class=\"mpa-template\" >\n<section style=\" display: -webkit-box; display: -webkit-box-flex; display: flex; margin:10px 20px; \">\n<section style=\"background-color: rgb(105, 13, 3); height: 32px; width: 6px;\"><\/section>\n<section style=\" background-color: #fff; height:32px; width:2px; \"><\/section>\n<section style=\"background-color: rgb(105, 13, 3); height: 32px; width: 2px;\"><\/section>\n<section style=\"line-height: 32px; padding-left: 10px;\"><span style=\"color: rgb(123, 12, 0); font-size: 15px;\"><strong>\u96c6\u4f53\u667a\u80fd\uff08Collective Intelligence\uff09<\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">90\u5e74\u4ee3\u53ef\u4ee5\u8bf4\u662f\u591a\u4e2a\u4f53\u7814\u7a76\uff08Multi-agent system\uff09\u5927\u7206\u53d1\u7684\u65f6\u4ee3\uff0c\u53e6\u5916\u4e00\u4e2a\u5f15\u4eba\u77a9\u76ee\u7684\u7814\u7a76\u9886\u57df\u5c31\u662f\u6240\u8c13\u7684\u96c6\u4f53\u667a\u80fd\uff0c\u5b83\u662f\u5e0c\u671b\u4e3a\u6bcf\u4e2a\u5fae\u89c2\u4e2a\u4f53\u8bbe\u8ba1\u7b80\u5355\u7684\u89c4\u5219\uff0c\u4ece\u800c\u5728\u6574\u4f53\u5b9e\u73b0\u671f\u671b\u7684\u5c5e\u6027\uff0c\u4f8b\u5982\u6c42\u89e3\u5de5\u7a0b\u4e2d\u7684\u4f18\u5316\u95ee\u9898\u3002\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0c<a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485123&amp;idx=1&amp;sn=b3d62dae130780e30e61ea171bd416bd&amp;chksm=e8945c4edfe3d558084ab07ad56188420e20aacc879668489e8a4806d6b14d02b8e0f774ba56&amp;scene=21#wechat_redirect\" target=\"_blank\">\u96c6\u667a\u4ff1\u4e50\u90e8<\/a>\u4e00\u8bcd\u7684\u6765\u6e90\u5c31\u662f\u96c6\u4f53\u667a\u80fd\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u96c6\u4f53\u667a\u80fd\u7684\u4e00\u4e2a\u6700\u5178\u578b\u4f8b\u5b50\u5c31\u662f\u8682\u8681\u7fa4\u4f53\uff08Ant colony\uff09\u3002\u6211\u4eec\u90fd\u77e5\u9053\u6bcf\u4e00\u53ea\u8682\u8681\u90fd\u4e0d\u591f\u806a\u660e\uff0c\u4f46\u662f\u6210\u5343\u4e0a\u4e07\u53ea\u8682\u8681\u7ec4\u6210\u7684\u8681\u7fa4\u5374\u5177\u6709\u8d85\u51e1\u7684\u7fa4\u4f53\u667a\u6167\u3002\u4f8b\u5982\uff0c\u5357\u7f8e\u6d32\u6709\u4e00\u79cd\u8682\u8681\u53eb\u505a\u884c\u519b\u8681\uff0c\u5f53\u68ee\u6797\u706b\u707e\u53d1\u751f\u7684\u65f6\u5019\uff0c\u5b83\u4eec\u53ef\u4ee5\u806a\u660e\u5730\u805a\u96c6\u6210\u4e00\u4e2a\u5927\u8682\u8681\u7403\uff0c\u5feb\u901f\u6eda\u52a8\u51fa\u706b\u707e\u5305\u56f4\u7684\u533a\u57df\u3002\u5b9e\u9645\u4e0a\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u4f1a\u727a\u7272\u6389\u5927\u91cf\u8682\u8681\u7403\u5916\u56f4\u7684\u8682\u8681\uff0c\u4f46\u662f\u4e3a\u4e86\u96c6\u4f53\u7684\u751f\u5b58\uff0c\u5b83\u4eec\u4f1a\u201c\u806a\u660e\u5730\u201d\u60f3\u51fa\u8fd9\u4e2a\u62ef\u6551\u529e\u6cd5\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u518d\u6bd4\u5982\uff0c\u8682\u8681\u7fa4\u4f53\u4e0d\u4ec5\u80fd\u591f\u627e\u5230\u4ece\u5de2\u7a74\u5230\u98df\u7269\u7684\u901a\u8def\uff0c\u8fd8\u80fd\u591f\u627e\u5230\u5728\u6240\u6709\u53ef\u80fd\u901a\u8def\u4e4b\u4e2d\u6700\u77ed\u7684\u4e00\u6761\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: pointer; width: 288px; height: 216px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534232129.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;\">\u968f\u7740\u65f6\u95f4\u63a8\u79fb\uff08\u4ece\u5de6\u5f80\u53f3\uff09\uff0c\u8682\u8681\u6700\u7ec8\u4f1a\u6536\u655b\u5230\u82e5\u5e72\u8def\u5f84\u4e2d\u6700\u77ed\u7684\u4e00\u6761\u4e0a\u9762\u53bb\u3002\u901a\u8fc7\u8ba1\u7b97\u673a\u6a21\u62df\u4eba\u4eec\u77e5\u9053\uff0c\u53ea\u8981\u8ba9\u8682\u8681\u53ef\u4ee5\u91ca\u653e\u4fe1\u606f\u7d20\uff08\u4e00\u79cd\u6c14\u5473\uff09\uff0c\u8fd9\u79cd\u4fe1\u606f\u7d20\u53c8\u80fd\u5438\u5f15\u66f4\u591a\u7684\u8682\u8681\u805a\u96c6\u8fc7\u6765\uff0c\u90a3\u4e48\u8fd9\u7fa4\u8682\u8681\u667a\u80fd\u4f53\u5c31\u80fd\u627e\u5230\u6700\u77ed\u8def\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u4e00\u65e6\u7406\u89e3\u4e86\u5176\u5de5\u4f5c\u539f\u7406\uff0c\u4eba\u4eec\u4fbf\u53ef\u4ee5\u501f\u9274\u8682\u8681\u7684\u667a\u6167\uff0c\u901a\u8fc7\u6a21\u62df\u8682\u8681\u4e0e\u4fe1\u606f\u7d20\u4ea4\u4e92\u7684\u89c4\u5219\uff0c\u53ef\u4ee5\u5c06\u8681\u7fa4\u7684\u667a\u6167\u5e94\u7528\u4e8e\u5de5\u7a0b\u5b9e\u8df5\u4e4b\u4e2d\uff0c\u4f8b\u5982\u4e0b\u9762\u4e24\u5f20\u56fe\u5c31\u5c55\u793a\u4e86\u7528\u8681\u7fa4\u7b97\u6cd5\u89e3\u51b3\u8def\u5f84\u5bfc\u822a\u95ee\u9898\uff0c\u548c\u63a8\u9500\u5458\u65c5\u884c\u95ee\u9898\u3002<\/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: pointer; width: 550px; height: 350px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232129.jpg\" 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: 12px;\">\u8fd0\u7528\u8681<\/span><\/strong><\/span><\/inherit><inherit><\/inherit><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 12px;\">\u7fa4\u7b97\u6cd5\u6700\u7ec8\u627e\u5230\u4e86\u5730\u56fe\u4e0a\u7684\u6700\u4f18\u5bfc\u822a\u8def\u5f84<\/span><\/strong><\/span><\/inherit><\/p>\n<div class=\"post-image\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534232129.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 12px;\">\u8fd0\u7528\u8681\u7fa4\u7b97\u6cd5\u89e3\u51b3TSP\u95ee\u9898\uff08Travel Salesman Problem\uff0c\u65c5\u884c\u63a8\u9500\u5458\u95ee\u9898\uff0c\u5373\u8981\u6c42\u4e00\u4e2a\u63a8\u9500\u5458\u8981\u8d70\u904d\u6240\u6709\u57ce\u5e02\uff0c\u4e0d\u80fd\u91cd\u590d\uff0c\u5e76\u4e14\u8fd8\u8981\u56de\u5230\u8d77\u70b9\uff0c\u540c\u65f6\u8981\u6c42\u6574\u4e2a\u8def\u5f84\u8981\u6700\u77ed\u3002\uff09<\/span><\/strong><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u501f\u9274\u5927\u81ea\u7136\u4e2d\u7684\u7fa4\u4f53\u667a\u6167\uff0c\u4eba\u4eec\u5f00\u53d1\u4e86\u4e0d\u5c11\u96c6\u4f53\u667a\u80fd\u7b97\u6cd5\uff0c\u8fd9\u4e9b\u7b97\u6cd5\u53ea\u8981\u8ba9\u6bcf\u4e00\u4e2a\u7b80\u5355\u4e2a\u4f53\u9075\u5faa\u975e\u5e38\u7b80\u5355\u7684\u8ba1\u7b97\u89c4\u5219\uff0c\u5c31\u53ef\u4ee5\u667a\u80fd\u5730\u89e3\u51b3\u4e00\u7cfb\u5217\u590d\u6742\u7684\u96be\u9898\u3002\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u8bf4\uff0c\u795e\u7ecf\u7f51\u7edc\u5176\u5b9e\u5c31\u662f\u5229\u7528\u4e86\u7fa4\u4f53\u667a\u80fd\uff0c\u56e0\u4e3a\u6bcf\u4e2a\u7b80\u5355\u7684\u795e\u7ecf\u5143\u90fd\u9075\u5faa\u7b80\u5355\u7684\u89c4\u5219\u6765\u5b8c\u6210\u4fe1\u606f\u7684\u53d1\u653e\uff0c\u4f46\u662f\u5927\u91cf\u795e\u7ecf\u5143\u6574\u4f53\u5374\u53ef\u4ee5\u4ea7\u751f\u667a\u6167\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\"><br  \/><\/span><\/p>\n<section  class=\"mpa-template\" >\n<section style=\" display: -webkit-box; display: -webkit-box-flex; display: flex; margin:10px 20px; \">\n<section style=\"background-color: rgb(105, 13, 3); height: 32px; width: 6px;\"><\/section>\n<section style=\" background-color: #fff; height:32px; width:2px; \"><\/section>\n<section style=\"background-color: rgb(105, 13, 3); height: 32px; width: 2px;\"><\/section>\n<section style=\"line-height: 32px; padding-left: 10px;\"><span style=\"color: rgb(123, 12, 0); font-size: 15px;\"><strong>\u6df1\u5ea6\u5b66\u4e60\u52a9\u529b<\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: left;\"><span style=\"font-size: 13px;\">\u7136\u800c\uff0c\u8fd9\u4e9b\u7a0b\u5e8f\u867d\u7136\u5c55\u73b0\u4e86\u4e30\u5bcc\u591a\u5f69\u7684\u96c6\u4f53\u73b0\u8c61\uff0c\u4f46\u56e0\u4e3a\u5b83\u4eec\u53d7\u5236\u4e8e\u65e9\u671f\u8ba1\u7b97\u80fd\u529b\u7684\u9650\u5236\uff0c\u53ea\u80fd\u901a\u8fc7\u5f88\u7b80\u5355\u7684\u4ee3\u7801\u6784\u9020\u667a\u80fd\u4f53\uff0c\u8fdc\u4e0d\u80fd\u6a21\u62df\u590d\u6742\u7684\u4eba\u7c7b\u601d\u7ef4\u3002\u597d\u5728\u65e9\u671f\u8fd9\u4e9b\u4eba\u5de5\u793e\u4f1a\u3001\u96c6\u4f53\u667a\u80fd\u7814\u7a76\u8005\u4eec\u66f4\u52a0\u5173\u6ce8\u7684\u662f\u7b80\u5355\u7a0b\u5e8f\u5728\u6574\u4f53\u793e\u4f1a\u5c42\u9762\u6240\u4f53\u73b0\u51fa\u6765\u7684\u6d8c\u73b0\u7ed3\u679c\uff0c\u56e0\u6b64\uff0c\u5bf9\u5355\u4e2a\u667a\u80fd\u4f53\u662f\u5426\u8db3\u591f\u903c\u771f\u5e76\u4e0d\u5341\u5206\u5173\u5fc3\u3002<\/span><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u7136\u800c\uff0c\u968f\u7740\u8ba1\u7b97\u529b\u7684\u63d0\u5347\uff0c\u4ee5\u53ca\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u7a81\u98de\u731b\u8fdb\uff0c\u4eba\u4eec\u5df2\u7ecf\u5177\u5907\u4e86\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u6765\u5efa\u6a21Agent\u4e3b\u4f53\u7684\u80fd\u529b\u4e86\u3002\u5f53\u6211\u4eec\u628a\u6bcf\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u4e2d\u7684\u7b80\u5355\u7a0b\u5e8f\u66ff\u6362\u6210\u5177\u5907\u201c\u6df1\u5ea6\u5b66\u4e60\u201d\u80fd\u529b\u7684\u5927\u578b\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7684\u65f6\u5019\uff0c\u6574\u5f20\u4eba\u5de5\u667a\u80fd\u7a0b\u5e8f\u7684\u5927\u7f51\u5c06\u4f1a\u53d1\u751f\u4ec0\u4e48\u5c31\u4e0d\u662f\u90a3\u4e48\u4e00\u76ee\u4e86\u7136\u4e86\u3002\u4e8b\u5b9e\u4e0a\uff0c\u73b0\u5728\u7684\u4eba\u5de5\u667a\u80fd\u79d1\u5b66\u5bb6\u4eec\u5df2\u7ecf\u5f00\u59cb\u4e86\u8fd9\u6837\u7684\u7814\u7a76\uff0c\u4ed6\u4eec\u7814\u7a76\u5174\u8da3\u7684\u7126\u70b9\u5df2\u7ecf\u4ece\u5355\u4e2a\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u8fc7\u6e21\u5230\u4e86\u591a\u4e2a\u795e\u7ecf\u7f51\u7edc\uff0c\u5e76\u4e14\u518d\u8ba9\u8fd9\u4e9b\u795e\u7ecf\u7f51\u7edc\u672c\u8eab\u8054\u7f51\uff0c\u53ea\u4e0d\u8fc7\u76ee\u524d\u8054\u7f51\u7684\u667a\u80fd\u4f53\u6570\u91cf\u5e76\u4e0d\u591a\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u4e0b\u9762\uff0c\u6211\u5c06\u5206\u522b\u4ecb\u7ecd\u51e0\u4e2a\u7814\u7a76\u601d\u8def\uff1a<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=2&amp;sn=02dfc6390193217423f0179fdd8558c8&amp;chksm=e89452bddfe3dbab558a8150fdb7244b3697a77384e93d224dece1d38bcddcdc9ccecc307b92&amp;scene=21#wechat_redirect\" target=\"_blank\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 13px;\">GAN\uff08Generative Adversial Network\uff0c\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff09<\/span><\/strong><\/span><\/a><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=2&amp;sn=02dfc6390193217423f0179fdd8558c8&amp;chksm=e89452bddfe3dbab558a8150fdb7244b3697a77384e93d224dece1d38bcddcdc9ccecc307b92&amp;scene=21#wechat_redirect\" target=\"_blank\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534232129.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/a><inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485809&amp;idx=1&amp;sn=e69debdc9fe5e04be3f9f55fe5521c5d&amp;chksm=e89453fcdfe3daea2fb2ebaf85ffe8190e4752589f4edd221c5c8c15ca0bcce000809fcb4131&amp;scene=21#wechat_redirect\" target=\"_blank\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 12px;\">GAN\u7684\u6846\u67b6<\/span><\/strong><\/a><strong><span style=\"color: rgb(136, 136, 136); font-size: 12px;\">\uff0c\u5176\u4e2d\u751f\u6210\u6a21\u578b\uff08Generative Model\uff09\u548c\u5224\u522b\u6a21\u578b\uff08Discriminitive model\uff09\u5c31\u662f\u4e24\u4e2a\u795e\u7ecf\u7f51\u7edc\u6784\u6210\u7684\u667a\u80fd\u4f53<\/span><\/strong><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u6bd4\u5982\uff0cIan Goodfellow\u7b49\u4eba\u63d0\u51fa\u7684<a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=2&amp;sn=02dfc6390193217423f0179fdd8558c8&amp;chksm=e89452bddfe3dbab558a8150fdb7244b3697a77384e93d224dece1d38bcddcdc9ccecc307b92&amp;scene=21#wechat_redirect\" target=\"_blank\">\u5bf9\u6297\u5f0f\u795e\u7ecf\u7f51\u7edc<\/a>\u5c31\u662f\u4e00\u79cd\u4e24\u4f53\u4eba\u5de5\u667a\u80fd\uff0c\u5176\u4e2d\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u8d1f\u8d23\u751f\u6210\u56fe\u50cf\uff0c\u53e6\u4e00\u4e2a\u8d1f\u8d23\u8fa8\u522b\u7a76\u7adf\u662f\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u7684\u8fd8\u662f\u771f\u5b9e\u7684\u56fe\u7247\u3002\u5728\u8fd9\u6837\u4e00\u79cd\u6846\u67b6\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u540c\u65f6\u8bad\u7ec3\u4e24\u4e2a\u7f51\u7edc\uff0c\u7ed3\u679c\u5374\u6bd4\u4ec5\u4ec5\u8bad\u7ec3\u4e00\u4e2a\u751f\u6210\u7f51\u7edc\u5f97\u5230\u4e86\u597d\u5f97\u591a\u7684\u6548\u679c\u3002\u8fd9\u4e5f\u8bb8\u6070\u6070\u5c31\u662f\u8574\u542b\u5728\u96c6\u4f53\u4e4b\u4e2d\u7684\u795e\u79d8\u529b\u91cf\u3002<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\"><span style=\"font-size: 13px; letter-spacing: 0.5px;\">\u6211\u4eec\u8fd8\u53ef\u4ee5<\/span>\u5c06\u8fd9\u79cd\u4e8c\u4f53\u7684\u7ade\u4e89\u6a21\u5f0f\u6269\u5927\uff0c\u521b\u9020\u66f4\u591a\u66f4\u590d\u6742\u7684\u73a9\u6cd5\u3002\u6bd4\u5982Jun-Yan Zhu\u7b49\u4eba\u5c31\u5c06\u4e8c\u4f53\u6269\u5145\u5230\u4e864\u4f53\uff0c\u5206\u522b\u6709\u4e24\u4e2a\u751f\u6210\u5668\u548c\u4e24\u4e2a\u5224\u522b\u5668\uff0c\u5e76\u4e14\u8ba9\u5b83\u4eec\u6309\u7167\u5982\u4e0b\u7684\u65b9\u5f0f\u94fe\u63a5\u8d77\u6765\uff1a<\/span><\/inherit><\/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: pointer; width: 610px; height: 474px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232129-1.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u8fd9\u91cc\u84dd\u8272\u7684\u6846\u662f\u751f\u6210\u5668\uff0c\u7c89\u8272\u7684\u5706\u5708\u6846\u662f\u5224\u522b\u5668\u3002\u6574\u4e2a\u7cfb\u7edf\u53ef\u4ee5\u81ea\u52a8\u751f\u6210\u56fe\u7247\u3002\u4f8b\u5982\u5982\u679c\u6211\u4eec\u5c06\u4e00\u5f20\u9a6c\u7684\u56fe\u50cf\u8f93\u5165\u8fdb\u6765\uff0c\u5b83\u5c31\u53ef\u4ee5\u5410\u51fa\u4e00\u5f20\u56fe\u50cf\uff0c\u628a\u9a6c\u53d8\u6210\u4e86\u6591\u9a6c\u3002\u5b83\u662f\u600e\u4e48\u505a\u5230\u7684\u5462\uff1f\u9996\u5148\uff0c\u751f\u6210\u5668G\u4f1a\u6839\u636e\u56fe\u7247X\u751f\u6210\u56fe\u7247Y\uff0cDY\u4fdd\u8bc1\u4e86\u8fd9\u4e2aY\u8981\u8db3\u591f\u771f\u5b9e\u3002\u7136\u540e\u518d\u628a\u8fd9\u4e2aY\u8f93\u5165\u7ed9\u751f\u6210\u5668F\u8f6c\u5316\u4e3a\u56fe\u7247X&#8217;\uff0c\u8fd8\u8981\u8981\u6c42\u8fd9\u4e2aX&#8217;\u8981\u548cX\u8db3\u591f\u9760\u8fd1\u3002\u7c7b\u4f3c\u7684\uff0c\u5982\u679c\u4ece\u4efb\u610f\u56fe\u50cfY\u7ecf\u7531\u751f\u6210\u5668F\u8f6c\u5316\u4e3a\u56fe\u50cfX\uff0c\u518d\u4eceG\u8f6c\u5316\u4e3aY&#8217;\uff0c\u5728\u6574\u4e2a\u7684\u8fc7\u7a0b\u4e2d\uff0c\u8981\u6c42\uff1a1\u3001\u7ecf\u8fc7DY\u5224\u65ad\uff0cY\u8981\u8db3\u591f\u903c\u771f\uff1b2\u3001X\u4e0eX\u2018\u8981\u8db3\u591f\u76f8\u4f3c\uff1b3\u3001\u7ecf\u7531DX\u5224\u65ad\uff0cF\u751f\u6210\u7684X\u8981\u8db3\u591f\u903c\u771f\uff1b3\u3001Y\u4e0eY\u2018\u8981\u8db3\u591f\u9760\u8fd1\u3002\u8fd9\u5c31\u53ef\u4ee5\u4f7f\u5f97\u7f51\u7edc\u5b66\u4e60\u5230\u4e86X\u57df\uff08\u6240\u6709\u5305\u542b\u767d\u9a6c\u7684\u56fe\u50cf\uff09\u5230Y\u57df\uff08\u6240\u6709\u6591\u9a6c\u56fe\u50cf\uff09\u7684\u5bf9\u5e94\u3002<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u8fd9\u6837\uff0c\u6211\u4eec\u53ea\u8981\u8f93\u5165\u7ed9\u8fd9\u56db\u4e2aAgent\u4e24\u7ec4\u56fe\u7247\uff0c\u6bd4\u5982\u4e00\u7ec4\u56fe\u7247\u5168\u90e8\u662f\u9a6c\uff0c\u53e6\u4e00\u7ec4\u56fe\u7247\u5168\u90e8\u662f\u6591\u9a6c\uff0c\u7ecf\u8fc7\u8bad\u7ec3\uff0c\u5c31\u53ef\u4ee5\u5c06\u4e00\u7ec4\u56fe\u50cf\u6620\u5c04\u4e3a\u53e6\u4e00\u7ec4\u56fe\u50cf\uff0c\u4f8b\u5982\u5c06\u9a6c\u53d8\u6210\u6591\u9a6c\u3001\u5c06\u5305\u5305\u4e0a\u8272\u3001\u4ee5\u53ca\u5c06\u585e\u5c1a\u7684\u98ce\u683c\u8fc1\u79fb\u5230\u6211\u7684\u7167\u7247\u4e2d\u6765\u3002<\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485488&amp;idx=3&amp;sn=6a5550ee6858f3f7d1b2043ed4164e22&amp;chksm=e89452bddfe3dbab5d478740666e1a00c7ee66959db666f50ad03cee50bc55dd4e4aba419d6d&amp;scene=21#wechat_redirect\" target=\"_blank\"><img  style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: pointer; width: 610px; height: 173px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534232129.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/a><\/inherit><\/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: pointer; width: 600px; height: 320px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534232129.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u8fd8\u6709\u66f4\u590d\u6742\u7684\u73a9\u6cd5\uff0cTaeksoo Kim\u7b49\u4eba\u5c06\u76f8\u4e92\u8fde\u63a5\u5173\u7cfb\u5236\u4f5c\u4e86\u4e00\u4e2a\u4e94\u82b1\u5927\u7ed1\uff0c\u7ed3\u679c\u7f51\u7edc\u4e0d\u4ec5\u53ef\u4ee5\u751f\u6210\u7c7b\u4f3c\u4e8e\u771f\u5b9e\u7684\u56fe\u50cf\uff0c\u4e5f\u80fd\u591f\u8ba9\u8f93\u5165\u8f93\u51fa\u56fe\u50cf\u5f62\u6210\u5bf9\u5e94\u3002<\/span><\/inherit><\/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: pointer; width: 610px; height: 489px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534232130.jpg\" 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: 12px;\">Cross Domain GAN\u67b6\u6784\u793a\u610f\u56fe\uff0c\u5176\u4e2d\u5305\u62ec\u56db\u4e2a\u751f\u6210\u5668\u548c\u4e24\u4e2a\u5224\u522b\u5668<\/span><\/strong><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u591a\u4f53\u7684\u5f15\u5165\u8ba9GAN\u7cfb\u5217\u7684\u7814\u7a76\u5982\u706b\u5982\u837c\uff0c\u7136\u800c\u751f\u6210\u5668\u548c\u8fa8\u522b\u5668\u7684\u5173\u7cfb\u5c31\u50cf\u662f\u8b66\u5bdf\u548c\u9a97\u5b50\uff0c\u751f\u6210\u5668\u662f\u9020\u5047\u8005\uff0c\u8fa8\u522b\u5668\u662f\u6293\u9020\u5047\u8005\u7684\u8b66\u5bdf\uff0c\u5b83\u4eec\u6784\u6210\u4e86\u4e00\u79cd\u76f8\u4e92\u5bf9\u6297\u7684\u7ade\u4e89\u5173\u7cfb\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u7136\u800c\uff0c\u591a\u4f53\u5173\u7cfb\u4e0d\u4ec5\u4ec5\u5305\u62ec\u5bf9\u6297\u6027\u7ade\u4e89\u5173\u7cfb\uff0c\u66f4\u591a\u7684\u5219\u662f\u5408\u4f5c\u3001\u534f\u8c03\u3001\u914d\u5408\u7684\u5173\u7cfb\u3002\u8fd9\u65b9\u9762\u7684\u7814\u7a76\u6700\u8fd1\u4e5f\u662f\u8d8a\u6765\u8d8a\u591a\u4e86\u8d77\u6765\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><strong style=\"color: rgb(123, 12, 0);\"><span style=\"font-size: 13px;\">\u4ea4\u6d41\u4e0e\u5408\u4f5c<\/span><\/strong><inherit><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u524d\u4e0d\u4e45\uff0cFacebook\u7206\u6599\uff0c\u4ed6\u4eec\u7684\u4eba\u5de5\u667a\u80fd\u7a0b\u5e8f\u4eec\u5728\u4ea4\u6d41\u7684\u8fc7\u7a0b\u4e2d\u53d1\u660e\u4e86\u7279\u5c5e\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u8bed\u8a00\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/span><\/inherit><\/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: pointer; width: 610px; height: 276px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232130.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\u662f\u4ec0\u4e48\uff1f\u96be\u9053\u662f\u4eba\u5de5\u667a\u80fd\u4e5f\u4f1a\u201c\u9b3c\u6410\u201d\u4e86\u5417\uff1f<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5b9e\u9645\u4e0a\uff0c\u8fd9\u5c31\u662fLSTM\u795e\u7ecf\u7f51\u7edc\u5728\u672a\u8bad\u7ec3\u597d\u7684\u65f6\u5019\u7ecf\u5e38\u4f1a\u8868\u73b0\u51fa\u6765\u7684\u884c\u4e3a\uff0c\u4f3c\u4e4eFB\u5728\u641e\u7b11\u3002\u4f46\u662f\uff0cFacebook\u7684\u79d1\u5b66\u5bb6\u4eec\u7684\u786e\u5728\u7814\u7a76\u591a\u4e2aAI\u7a0b\u5e8f\u5982\u4f55\u5728\u7279\u5b9a\u7684\u6761\u4ef6\u4e0b\u4ea7\u751f\u8bed\u8a00\u3002\u4ed6\u4eec\u5c06\u4e00\u7fa4Agent\u653e\u7f6e\u5230\u4e86\u4e00\u4e2a\u6a21\u62df\u7684\u73af\u5883\u4e2d\uff0c\u5e76\u8d4b\u4e88\u5b83\u4eec\u76f8\u4e92\u4ea4\u6d41\u7684\u80fd\u529b\uff1a\u5b83\u4eec\u53ef\u4ee5\u901a\u8fc7\u53d1\u9001\u4e00\u4e9b\u5728\u4eba\u7c7b\u770b\u6765\u65e0\u610f\u4e49\u7684\u4fe1\u53f7\u800c\u5f7c\u6b64\u901a\u8baf\u3002<\/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: pointer; width: 466px; height: 480px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534232130.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 12px;\">\u8fd9\u4e2a\u7814\u7a76\u901a\u8fc7\u5728\u673a\u5668\u4e2d\u8425\u9020\u4e86\u4e00\u4e2a\u6a21\u62df\u7684\u73af\u5883\uff0c\u8ba9\u591a\u4e2aAgent\u5b8c\u6210\u76f8\u4e92\u4f5c\u7528\uff0c\u4ece\u800c\u6f14\u5316\u51fa\u81ea\u5df1\u7684\u8bed\u8a00\u3002\u6bcf\u4e2aAgent\u90fd\u9700\u8981\u5230\u8fbe\u76ee\u6807\u8282\u70b9\uff08landmark\uff09\uff0c\u5e76\u8ba9\u5b83\u7684\u4f19\u4f34\u4e5f\u8fbe\u5230\u89c4\u5b9a\u7684\u5730\u70b9\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0cAgent\u53ef\u4ee5\u901a\u8fc7\u53d1\u51fa\u4e00\u7cfb\u5217\u7684\u62bd\u8c61\u4fe1\u53f7\uff08Utterance\uff09\u6765\u76f8\u4e92\u534f\u8c03\u3002\u4e4b\u540e\u7814\u7a76\u4eba\u5458\u5bf9\u8fd9\u4e9b\u4fe1\u53f7\u8fdb\u884c\u4e86\u4e00\u5b9a\u7684\u89e3\u8bfb\uff0c\u5e76\u53d1\u73b0\u5b83\u4eec\u53ef\u4ee5\u5f62\u6210\u6709\u4f53\u7cfb\u7684\u7b26\u53f7\u53ca\u5176\u610f\u4e49\u3002<\/span><\/strong><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5728\u53e6\u4e00\u4e2a\u5b9e\u9a8c\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u8981\u6c42\u4e24\u4e2a\u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u9488\u5bf9\u56fe\u50cf\u5b8c\u6210\u591a\u8f6e\u5bf9\u8bdd\u3002\u5176\u4e2d\uff0c\u4e00\u4e2a\u673a\u5668\u4eba\u53ef\u4ee5\u5c06\u5b83\u6240\u770b\u5230\u7684\u56fe\u50cf\u5c3d\u53ef\u80fd\u5730\u63cf\u8ff0\u6210\u4e00\u4e9b\u7b26\u53f7\u4e32\uff0c\u628a\u5b83\u4f20\u9012\u7ed9\u7b2c\u4e8c\u4e2a\u673a\u5668\u4eba\uff1b\u800c\u7b2c\u4e8c\u4e2a\u673a\u5668\u4eba\u65e0\u6cd5\u770b\u5230\u56fe\u50cf\uff0c\u4f46\u5374\u53ef\u4ee5\u6839\u636e\u7b2c\u4e00\u4e2a\u673a\u5668\u4eba\u7684\u63cf\u8ff0\u5c3d\u53ef\u80fd\u731c\u6d4b\u56fe\u50cf\u4e4b\u4e2d\u7684\u5185\u5bb9\u3002\u6700\u7ec8\uff0c\u5f53\u7b2c\u4e8c\u4e2a\u673a\u5668\u4eba\u80fd\u591f\u731c\u51fa\u539f\u56fe\u5185\u5bb9\u7684\u65f6\u5019\uff0c\u5b83\u4eec\u83b7\u5f97\u4e86\u6e38\u620f\u7684\u80dc\u5229\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u673a\u5668\u4eec\u53ef\u4ee5\u6f14\u5316\u51fa\u81ea\u5df1\u7684\u8bed\u8a00\u3002\u800c\u4e14\uff0c\u5f53\u6211\u4eec\u7528\u4eba\u7c7b\u7684\u5bf9\u8bdd\u6570\u636e\u6765\u505a\u9884\u8bad\u7ec3\u4ee5\u540e\uff0c\u8fd9\u4e9b\u673a\u5668\u4eba\u5c31\u53ef\u4ee5\u6f14\u5316\u51fa\u4eba\u7c7b\u80fd\u591f\u542c\u61c2\u7684\u8bed\u8a00\uff0c\u5e76\u7528\u8fd9\u79cd\u8bed\u8a00\u6765\u5bf9\u8bdd\u4e86\u3002\u5b9e\u9a8c\u4eba\u5458\u6307\u51fa\uff0c\u8fd9\u79cd\u901a\u8fc7\u4e24\u4e2a\u673a\u5668\u4eba\u5408\u4f5c\u7684\u65b9\u5f0f\u6765\u751f\u6210\u5bf9\u8bdd\u6bd4\u7528\u4e00\u822c\u7684\u76d1\u7763\u5b66\u4e60\u65b9\u5f0f\u8bad\u7ec3\u4e00\u4e2a\u673a\u5668\u4eba\u8981\u66f4\u6709\u6548\u7387\u5f97\u591a\u3002<\/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: pointer; width: 610px; height: 627px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534232130.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;\">\u53e6\u5916\u4e00\u4e2a\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u7684HeHe\u7b49\u4eba\u7684\u7814\u7a76\u6210\u679c\u8868\u660e\uff0c\u673a\u5668\u4eba\u53ef\u4ee5\u901a\u8fc7\u4ea4\u6d41\u7684\u65b9\u5f0f\u5b8c\u6210\u5408\u4f5c\u3002\u8fd8\u662f\u4e24\u4e2a\u673a\u5668\u4eba\uff0c\u5b83\u4eec\u88ab\u8981\u6c42\u9488\u5bf9\u4e00\u4e2a\u5185\u5728\u7684\u77e5\u8bc6\u56fe\u8c31\u6765\u627e\u5230\u5171\u540c\u7684\u670b\u53cb\u3002\u4e8e\u662f\uff0c\u8fd9\u4e9bAgent\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u77e5\u8bc6\u56fe\u8c31\u800c\u53d1\u9001\u51fa\u8bed\u8a00\uff0c\u6765\u4f20\u9012\u7ed9\u5b83\u7684\u5408\u4f5c\u8005\uff0c\u800c\u5408\u4f5c\u8005\u5219\u5c06\u6839\u636e\u6536\u5230\u7684\u6d88\u606f\u800c\u5c1d\u8bd5\u7406\u89e3\uff0c\u5e76\u6839\u636e\u83b7\u5f97\u7684\u4fe1\u606f\u8fdb\u4e00\u6b65\u63d0\u95ee\uff0c\u6700\u7ec8\u5f53\u4e24\u4e2a\u673a\u5668\u4eba\u627e\u5230\u4e86\u5b83\u4eec\u670b\u53cb\u5217\u8868\u4e2d\u7684\u4e00\u4e2a\u5171\u540c\u670b\u53cb\u540e\u5c31\u4f1a\u5b8c\u6210\u6e38\u620f\u3002\u5728\u6574\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u673a\u5668\u4e0d\u4ec5\u80fd\u591f\u627e\u5230\u6700\u7ec8\u7684\u670b\u53cb\uff0c\u800c\u4e14\u8fd8\u80fd\u5728\u8bad\u7ec3\u671f\u95f4\u5f97\u5230\u4e00\u4e2a\u975e\u5e38\u5b8c\u5584\u7684\u77e5\u8bc6\u56fe\u8c31\u4ee5\u53ca\u56fe\u8c31\u7684\u62bd\u8c61\u8868\u793a\u3002<\/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: pointer; width: 610px; height: 330px;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534232130.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;\">\u7c7b\u4f3c\u8fd9\u6837\u7684\u7814\u7a76\u8fd8\u6709\u5f88\u591a\u3002\u73b0\u5728\u7684AI\u7814\u7a76\u8005\u5df2\u7ecf\u91cd\u65b0\u5c06\u7126\u70b9\u4ece\u5355\u4e2a\u4e3b\u4f53\u79fb\u5230\u4e86\u591a\u4e2a\u4e3b\u4f53\u7814\u7a76\u5de5\u4f5c\u4e2d\uff1b\u53e6\u5916\uff0c\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u5bf9\u6bcf\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u4e3b\u4f53\u8fdb\u884c\u5efa\u6a21\u53ef\u4ee5\u4e30\u5bcc\u6bcf\u4e2a\u4e3b\u4f53\u7684\u8868\u73b0\uff0c\u8fd8\u80fd\u591f\u66f4\u52a0\u903c\u771f\u5730\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\u3002\u5927\u91cf\u7684\u7814\u7a76\u8868\u660e\uff0c\u5bf9\u4e8e\u540c\u6837\u7684\u95ee\u9898\uff0c\u4f8b\u5982\u591a\u8f6e\u4f1a\u8bdd\uff0c\u591a\u4e2a\u4e3b\u4f53\u4f1a\u6bd4\u5355\u4e2a\u4e3b\u4f53\u66f4\u597d\u5730\u5b8c\u6210\u4efb\u52a1\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<section  class=\"mpa-template\" >\n<section style=\" display: -webkit-box; display: -webkit-box-flex; display: flex; margin:10px 20px; \">\n<section style=\"background-color: rgb(105, 13, 3); height: 32px; width: 6px;\"><\/section>\n<section style=\" background-color: #fff; height:32px; width:2px; \"><\/section>\n<section style=\"background-color: rgb(105, 13, 3); height: 32px; width: 2px;\"><\/section>\n<section style=\"line-height: 32px; padding-left: 10px;\"><span style=\"color: rgb(123, 12, 0); font-size: 15px;\"><strong>\u673a\u5668\u7ecf\u6d4e\u5b66<\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5c3d\u7ba1\u76ee\u524d\u7684\u591a\u4e3b\u4f53\u7814\u7a76\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u7684\u6e17\u900f\u5df2\u7ecf\u6d8c\u73b0\u51fa\u4e86\u4e00\u4e9b\u6709\u8da3\u7684\u65b0\u7ed3\u679c\uff0c\u4f46\u8fd9\u4e0e\u73b0\u5b9e\u60c5\u51b5\u8fd8\u6709\u5f88\u5927\u7684\u5dee\u8ddd\u3002\u8bbe\u60f3\u4e00\u4e0b\uff0c\u5982\u679c\u672a\u6765\u8054\u5165\u4e92\u8054\u7f51\u7684\u4e94\u767e\u4ebf\u8bbe\u5907\u90fd\u88c5\u5907\u4e0a\u6df1\u5ea6\u5b66\u4e60\u6a21\u5757\uff0c\u90a3\u4e48\u6211\u4eec\u5e94\u8be5\u8003\u8651\u7684\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u5c31\u4e0d\u518d\u662f\u7b80\u5355\u7684\u4e24\u4e09\u4e2a\u667a\u80fd\u7684\u5408\u4f5c\u4e0e\u4ea4\u6d41\uff0c\u800c\u5e94\u8be5\u662f\u4e94\u767e\u4ebf\u4e2a\uff08\u6ce8\u610f\uff0c\u8fd9\u5df2\u7ecf\u8fdc\u8fdc\u8d85\u51fa\u4e86\u73b0\u5728\u7684\u5730\u7403\u4eba\u53e3\uff09\u4eba\u5de5\u667a\u80fd\u4e3b\u4f53\u6240\u6784\u5efa\u7684\u8d85\u5927\u89c4\u6a21\u7684\u673a\u5668\u793e\u4f1a\u3002\u4e8e\u662f\uff0c\u8fd9\u4e00\u5168\u65b0\u7684\u793e\u4f1a\u5c06\u4f1a\u7ed9\u6211\u4eec\u5e26\u6765\u600e\u6837\u7684\u6311\u6218\uff1f\u6211\u4eec\u8fd8\u80fd\u5bf9\u5b83\u5b9e\u65bd\u7ba1\u7406\u5417\uff1f<\/span><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6bd4\u8f83\u4e50\u89c2\u7684\u4e00\u70b9\u662f\uff0c\u73b0\u5728\u7684\u673a\u5668\u8fd8\u6ca1\u6709\u5b8c\u5168\u8131\u79bb\u6211\u4eec\u4eba\u7c7b\u7684\u63a7\u5236\u3002\u90a3\u4e48\uff0c\u6211\u4eec\u9700\u8981\u62a2\u5728\u673a\u5668\u62e5\u6709\u81ea\u7531\u610f\u8bc6\u4e4b\u524d\u4e3a\u4ed6\u4eec\u5236\u5b9a\u597d\u89c4\u5219\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5176\u5b9e\uff0c\u79d1\u5b66\u5bb6\u4eec\u65e9\u5df2\u7ecf\u5c55\u5f00\u4e86\u884c\u52a8\uff0c\u4ed6\u4eec\u7528\u201c\u673a\u5668\u7ecf\u6d4e\u5b66\u201d\uff08Machine Economics\uff09\u6765\u6982\u62ec\u8fd9\u4e00\u65b0\u5174\u7814\u7a76\u9886\u57df\u3002\u6211\u4eec\u77e5\u9053\u968f\u7740\u5168\u7403\u6027\u7684\u91d1\u878d\u5371\u673a\u7206\u53d1\uff0c\u4f20\u7edf\u4e3b\u6d41\u7ecf\u6d4e\u5b66\uff08Mainstream economics\uff09\u53d7\u5230\u4e86\u5927\u91cf\u7684\u8bdf\u75c5\u3002\u4eba\u4eec\u6307\u8d23\uff0c\u7531\u4e8e\u4e3b\u6d41\u7ecf\u6d4e\u5b66\u4e2d\u5173\u4e8e\u201c\u7406\u6027\u7ecf\u6d4e\u4eba\u201d\u7684\u5047\u8bbe\u8fc7\u4e8e\u4e25\u683c\uff0c\u4ece\u800c\u4f7f\u5f97\u7ecf\u6d4e\u5b66\u7684\u7814\u7a76\u4e25\u91cd\u8131\u79bb\u4e86\u4eba\u7c7b\u884c\u4e3a\u7684\u5b9e\u9645\u8868\u73b0\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u4f46\u662f\uff0c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7684\u5174\u8d77\uff0c\u4eba\u4eec\u7a81\u7136\u53d1\u73b0\uff0c\u4e3b\u6d41\u7ecf\u6d4e\u5b66\u4e2d\u7684\u201c\u7406\u6027\u7ecf\u6d4e\u4eba\u201d\u5047\u8bf4\u66f4\u9002\u5408\u63cf\u8ff0\u4eba\u5de5\u667a\u80fd\uff0c\u800c\u975e\u4e0d\u7406\u6027\u7684\u4eba\u7c7b\u3002\u663e\u7136\uff0c\u4eba\u5de5\u667a\u80fd\u7a0b\u5e8f\u8fd9\u79cd\u201c\u673a\u5668\u7ecf\u6d4e\u4eba\u201d\uff08Machine economicus\uff09\u4f1a\u6bd4\u4eba\u7c7b\u66f4\u53ef\u80fd\u4e25\u683c\u6309\u7167\u201c\u7406\u6027\u7ecf\u6d4e\u4eba\u201d\u5047\u8bbe\u7684\u60c5\u51b5\u6765\u5b8c\u6210\u51b3\u7b56\u548c\u884c\u52a8\u3002\u4e8b\u5b9e\u4e0a\uff0c\u968f\u7740\u8fd1\u5e74\u6765\u8ba1\u7b97\u7ecf\u6d4e\u5b66\u3001\u8ba1\u7b97\u535a\u5f08\u8bba\u7b49\u5b66\u79d1\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\u548c\u8ba1\u7b97\u80fd\u529b\u7684\u5927\u5e45\u5ea6\u63d0\u5347\uff0c\u4eba\u4eec\u5df2\u7ecf\u53ef\u4ee5\u5728\u673a\u5668\u4e2d\u5229\u7528\u7b97\u6cd5\u7684\u65b9\u5f0f\u903c\u8fd1\u6240\u8c13\u7684\u201c\u7406\u6027\u7ecf\u6d4e\u4eba\u201d\u6a21\u578b\u3002\u4e8e\u662f\uff0c\u4ece\u8fd9\u6837\u7684\u57fa\u672c\u70b9\u51fa\u53d1\uff0c\u6211\u4eec\u4fbf\u80fd\u6784\u5efa\u6240\u8c13\u7684\u201c\u673a\u5668\u7ecf\u6d4e\u5b66\u201d\u8fd9\u4e00\u65b0\u5174\u79d1\u5b66\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u673a\u5668\u7ecf\u6d4e\u5b66\u5c06\u4f1a\u9762\u4e34\u4e00\u7cfb\u5217\u7684\u95ee\u9898\u3002\u5047\u8bbe\u7a0b\u5e8fA\u4ee3\u8868\u4e86\u4e3b\u4ebaa\u7684\u60f3\u6cd5\uff0c\u800c\u667a\u80fd\u7a0b\u5e8fB\u4ee3\u8868\u4e86\u4e3b\u4ebab\u7684\u60f3\u6cd5\uff0c\u90a3\u4e48\u5f53A\u4ee3\u66ff\u4e3b\u4eba\u5411b\u8d2d\u4e70\u4ea7\u54c1\u7684\u65f6\u5019\uff0cA\u5c06\u4f1a\u4e0eb\u7684\u4ee3\u7406B\u8fdb\u884c\u7b97\u6cd5\u7684\u8ba8\u4ef7\u8fd8\u4ef7\u3002\u7531\u4e8eA\u548cB\u90fd\u662f\u8fd1\u4f3c\u7684\u7406\u6027\u7ecf\u6d4e\u4eba\uff0c\u8fd9\u4e9b\u7b97\u6cd5\u5c31\u4f1a\u5c3d\u5176\u6240\u80fd\u5145\u5206\u66b4\u9732\u81ea\u5df1\u7684\u504f\u597d\uff0c\u5e76\u529b\u56fe\u8fbe\u6210\u4e00\u4e2a\u5bf9\u4e3b\u4eba\u6700\u597d\u7684\u7ed3\u679c\u3002\u8fd9\u6837\uff0c\u5728\u4eba\u7c7b\u7ecf\u6d4e\u7cfb\u7edf\u4e2d\u7684\u4fe1\u606f\u4e0d\u5bf9\u79f0\u7684\u95ee\u9898\u5c31\u6709\u53ef\u80fd\u4e0d\u590d\u5b58\u5728\u4e86\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5f53\u7136\uff0c\u8fd9\u91cc\u9762\u7684\u5173\u952e\u5c31\u5728\u4e8e\u6211\u4eec\u5e94\u8be5\u5982\u4f55\u4e3a\u673a\u5668\u7b97\u6cd5\u4eec\u8bbe\u5b9a\u73af\u5883\u548c\u4e00\u7cfb\u5217\u7684\u4ea4\u6613\u7684\u57fa\u672c\u89c4\u5219\uff0c\u5b66\u540d\u53eb\u505a\u673a\u5236\u8bbe\u8ba1\uff08Mechanism design\uff09\uff0c\u4ee5\u4f7f\u5f97\u8fd1\u4f3c\u7406\u6027\u7684\u7b97\u6cd5\u80fd\u591f\u5728\u7ed9\u5b9a\u7684\u673a\u5236\u4e0b\u5b9e\u73b0\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u7684\u6700\u4f18\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6bd4\u5982\u8bf4\uff0c\u5728\u56da\u5f92\u56f0\u5883\u535a\u5f08\u4e4b\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5f15\u5165\u201c\u534f\u8c03\u8005\u201d\u4ece\u800c\u8ba9\u4e24\u4e2a\u8fd1\u4f3c\u7406\u6027\u7684Agent\u80fd\u591f\u8fbe\u6210\u5408\u4f5c\uff0c\u535a\u5f08\u77e9\u9635\u5982\u4e0b\uff1a<\/span><img     style=\"border-width: 0px; border-style: initial; border-color: initial; cursor: pointer; width: 610px; height: 179px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534232131.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"color: rgb(136, 136, 136); font-size: 12px;\">\u535a\u5f08\u7684\u652f\u4ed8\u77e9\u9635\uff0c\u6bcf\u4e00\u4e2a\u77e9\u9635\u5143\u7ed9\u51fa\u4e86\uff08\u884c\u73a9\u5bb6\u3001\u5217\u73a9\u5bb6\uff09\u7684\u6548\u7528\u3002\uff08A\uff09\u56da\u5f92\u56f0\u5883\u3002\u6218\u53cb\u7b56\u7565\u5747\u8861\u662f\uff08\u80cc\u53db\uff0c\u80cc\u53db\uff09\u3002\uff08B\uff09\u534f\u8c03\u7684\u56da\u5f92\u56f0\u5883\u3002\u5360\u4f18\u7b56\u7565\u5747\u8861\u662f\uff08\u534f\u8c03\u8005\uff0c\u534f\u8c03\u8005\uff09<\/span><\/strong><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u518d\u6bd4\u5982\uff0cGoogle\u7684\u7ade\u4ef7\u6392\u540d\u5c31\u662f\u4e00\u79cd\u5178\u578b\u7684\u5c06\u673a\u5236\u8bbe\u8ba1\u7406\u8bba\u5e94\u7528\u5230\u7b97\u6cd5\u8bbe\u8ba1\u4e0a\u7684\u4e00\u4e2a\u6210\u529f\u6848\u4f8b\u3002\u6839\u636e\u7ecf\u6d4e\u5b66\u4e2d\u7684\u62cd\u5356\u7406\u8bba\uff0c\u7b2c\u4e8c\u4ef7\u683c\u62cd\u5356\uff08Second price auction\uff09\u4f1a\u6bd4\u7b2c\u4e00\u4ef7\u683c\u62cd\u5356\u66f4\u597d\u5730\u63ed\u9732\u4ea4\u6613\u8005\u7684\u9690\u85cf\u4fe1\u606f\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u8fd1\u5e74\u6765\uff0c\u641c\u7d22\u5f15\u64ce\u7ade\u4ef7\u5df2\u7ecf\u5f00\u59cb\u652f\u6301\u66f4\u4e30\u5bcc\u7684\uff0c\u57fa\u4e8e\u76ee\u6807\u7684\u51fa\u4ef7\u8bed\u8a00\u3002\u4f8b\u5982\uff0c\u5e7f\u544a\u5ba2\u6237\u53ef\u80fd\u8981\u6c42\u5728\u53d7\u9884\u7b97\u7ea6\u675f\u7684\u60c5\u51b5\u4e0b\u5bf9\u4e00\u7ec4\u52a0\u6743\u7684\u67e5\u8be2\u4e3b\u9898\u6765\u6700\u5927\u5316\u70b9\u51fb\u3002\u641c\u7d22\u5f15\u64ce\u53ef\u4ee5\u63d0\u4f9b\u4ee3\u7406\u4e3b\u4f53\uff0c\u6765\u4ee3\u8868\u5e7f\u544a\u5ba2\u6237\u51fa\u4ef7\u4ee5\u5b9e\u73b0\u6240\u8ff0\u76ee\u6807\u3002\u4ee3\u7406\u4e3b\u4f53\u7684\u7684\u5f15\u5165\u4ee5\u53ca\u65e9\u671f\u4ece\u4e00\u7ea7\u4ef7\u683c\u62cd\u5356\u5230\u4e8c\u7ea7\u4ef7\u683c\u62cd\u5356\u7684\u8f6c\u6362\u672c\u8d28\u4e0a\u5c31\u662f\u4fe1\u606f\u63ed\u793a\u539f\u7406\u7684\u8ba1\u7b97\u5e94\u7528\uff0c\u8fd9\u662f\u673a\u5236\u8bbe\u8ba1\u7406\u8bba\u4e2d\u7684\u4e00\u4e2a\u57fa\u672c\u6982\u5ff5\u3002\u7b80\u5355\u5730\u8bf4\uff0c\u5982\u679c\u4e00\u4e2a\u673a\u5236\u7684\u89c4\u5219\u548c\u8be5\u673a\u5236\u7684\u5747\u8861\u7b56\u7565\u88ab\u4e00\u4e2a\u5728\u529f\u80fd\u4e0a\u7b49\u540c\u7684\u65b0\u673a\u5236\u53d6\u4ee3\uff0c\u90a3\u4e48\u8fd9\u4e2a\u65b0\u673a\u5236\u5c06\u662f\u6fc0\u52b1\u76f8\u5bb9\u7684\u3002\u867d\u7136\u5728\u5f62\u5f0f\u4e0a\u8bf4\u91cd\u65b0\u8bbe\u8ba1\u6ca1\u6709\u4e13\u95e8\u5730\u8003\u8651\u6fc0\u52b1\u76f8\u5bb9\u6027\uff0c\u4f46\u4e8c\u7ea7\u4ef7\u683c\u62cd\u5356\u548c\u6295\u6807\u4ee3\u7406\u90fd\u53ef\u4ee5\u770b\u4f5c\u4e3a\u65e9\u671f\u7248\u672c\u4e2d\u7684\u5e7f\u544a\u4e3b\u7684\u884c\u4e3a\u3002\u53e6\u5916\uff0c\u5e7f\u544a\u5e73\u53f0\u8fd8\u53ef\u4ee5\u8bbe\u8ba1\u4e00\u79cd\u7b56\u7565\u9632\u8303\uff08strategy proof\uff09\u673a\u5236[Vickrey-Clarke-Groves\u673a\u5236]\u6765\u51b3\u5b9a\u5e7f\u544a\u7a7a\u95f4\u5206\u914d\uff1a\u54ea\u4e9b\u5e7f\u544a\u88ab\u5206\u914d\uff0c\u54ea\u4e9b\uff08\u975e\u8d5e\u52a9\u7684\uff09\u5185\u5bb9\u9648\u5217\u7ed9\u7528\u6237\u3002<\/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: pointer;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232131.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><strong><span style=\"font-size: 13px; color: rgb(136, 136, 136);\">\u4e24\u4ee3\u8d5e\u52a9\u641c\u7d22\u673a\u5236\u3002\u65e9\u671f\u7684\u8bbe\u8ba1\u662f\u4e00\u7ea7\u4ef7\u683c\u62cd\u5356\uff08FP\uff09\uff0c\u5e7f\u544a\u5546\uff08ADV\uff09\u4f7f\u7528AI\uff08AI-POS\uff09\u4ee5\u6700\u4f4e\u7684\u53ef\u80fd\u4ef7\u683c\u5728\u641c\u7d22\u7ed3\u679c\u5217\u8868\u4e0a\u4fdd\u6301\u4f4d\u7f6e\u3002\u5f15\u5165\u4e8c\u7ea7\u4ef7\u683c\uff08SP\uff09\u62cd\u5356\u673a\u5236\uff0c\u65e8\u5728\u53d6\u4ee3FP\u548cAI-POS\u7684\u7ec4\u5408\u3002 \u5e7f\u544a\u5546\u91c7\u7528\u4e86\u65b0\u7684AI\uff08AI-GOAL\uff09\uff0c\u4ee5\u5b9e\u73b0\u66f4\u9ad8\u7ea7\u7684\u76ee\u6807\uff0c\u4f8b\u5982\u6700\u5927\u5316\u5229\u6da6\u6216\u6700\u5927\u5316\u70b9\u51fb\u6b21\u6570\u3002\u4e8c\u7ea7\u4ef7\u683c\u62cd\u5356\u88ab\u6269\u5c55\u5230\u5305\u62ec\u667a\u80fd\u4ee3\u7406\uff08SP +Proxy\uff09\u4e2d\uff0c\u65e8\u5728\u53d6\u4ee3\u7ec4\u5408 SP\u548cAI-GOAL\u3002<\/span><\/strong><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5728\u4e0d\u8fdc\u7684\u5c06\u6765\uff0c\u5047\u5982\u6bcf\u4e00\u4e2a\u4eba\u90fd\u6709\u81ea\u5df1\u7684\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u4e2a\u4eba\u52a9\u7406\uff0c\u90a3\u4e48\u5927\u91cf\u7684\u7ecf\u6d4e\u4ea4\u6613\u6d3b\u52a8\u5c31\u4f1a\u7531\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u4ee3\u7406\u6211\u4eec\u8fdb\u884c\u3002\u4e8e\u662f\uff0cAI\u4e0eAI\u4e4b\u95f4\u5c31\u4f1a\u8ba8\u4ef7\u8fd8\u4ef7\u3002\u6309\u7167\u201c\u5b8c\u7f8e\u7406\u6027\u201d\u7684\u201c\u7ecf\u6d4e\u4eba\u201d\u5047\u8bf4\uff0c\u8fd9\u4e9bAI\u5c06\u80fd\u591f\u548c\u8c10\u5171\u5904\uff0c\u5e76\u7ed9\u4e3b\u4eba\u5e26\u6765\u6700\u5927\u7684\u5229\u76ca\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<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=\"width: 35px;height: 35px;\" >\n<section style=\"width: 100%; height: 100%; display: flex; -webkit-box-pack: center; justify-content: center; -webkit-box-align: center; align-items: center; border-radius: 50%; border-width: 1px; border-style: solid; border-color: rgb(105, 13, 3);\" >\n<section style=\"background-color: rgb(105, 13, 3); padding: 5px; color: rgb(255, 255, 255); width: 80%; height: 80%; border-radius: 50%; font-size: 14px; line-height: 20px; text-align: center;\" >2<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><strong><span style=\"font-size: 16px; color: rgb(123, 12, 0);\">\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u5b66\u8fd8\u6709\u591a\u8fdc\uff1f<\/span><\/strong><\/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;\">\u300a\u4e09\u4f53\u300b\u4e2d\u6784\u601d\u4e86\u4e00\u79cd\u201c\u5b87\u5b99\u793e\u4f1a\u5b66\u201d\u7528\u6765\u63cf\u8ff0\u5728\u65f6\u7a7a\u8de8\u5ea6\u8d85\u7ea7\u5de8\u5927\u7684\u5b87\u5b99\u7a7a\u95f4\u4e2d\uff0c\u4e0d\u540c\u7269\u79cd\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u6cd5\u5219\u3002\u6839\u636e\u4e24\u6761\u201c\u5b87\u5b99\u793e\u4f1a\u5b66\u201d\u57fa\u672c\u516c\u7406\uff0c1\u3001\u751f\u5b58\u662f\u6587\u660e\u7684\u7b2c\u4e00\u9700\u8981\uff1b2\u3001\u6587\u660e\u7206\u70b8\u548c\u6269\u5f20\uff0c\u4f46\u5b87\u5b99\u4e2d\u7684\u7269\u8d28\u603b\u91cf\u4fdd\u6301\u4e0d\u53d8\uff0c\u7531\u6b64\u5218\u6148\u6b23\u63a8\u5bfc\u51fa\u4e86\u6280\u672f\u7206\u70b8\u548c\u731c\u7591\u94fe\u8fd9\u4e24\u4e2a\u57fa\u672c\u6982\u5ff5\uff0c\u4ee5\u53ca\u201c\u9ed1\u6697\u68ee\u6797\u201d\u8fd9\u4e2a\u5b87\u5b99\u5c3a\u5ea6\u7684\u4e1b\u6797\u6cd5\u5219\u3002<\/span><\/inherit><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232131-1.jpeg\" 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;\">\u4e8e\u6b64\u76f8\u4f3c\uff0c\u5982\u679c\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u662f\u53ef\u80fd\u7684\uff0c\u90a3\u4e48\u662f\u5426\u5b58\u5728\u7740\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u5b66\u8fd9\u95e8\u5b66\u95ee\u5462\uff1f\u5b83\u5c06\u4f1a\u662f\u4ec0\u4e48\u6837\u7684\u5462\uff1f\u6211\u4eec\u80fd\u5426\u50cf\u5b87\u5b99\u793e\u4f1a\u5b66\u90a3\u6837\u63d0\u70bc\u51fa\u6765\u4e00\u7cfb\u5217\u7684\u516c\u7406\u7528\u4ee5\u6784\u67b6\u4e00\u4e2a\u7406\u8bba\u4f53\u7cfb\uff1f<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u4e5f\u8bb8\u6b63\u5982\u673a\u5668\u7ecf\u6d4e\u5b66\u6240\u63cf\u8ff0\u7684\u90a3\u6837\uff0c\u76f8\u5bf9\u4e8e\u6784\u5efa\u4eba\u7c7b\u81ea\u8eab\u7684\u793e\u4f1a\u5b66\u539f\u7406\u6765\u8bf4\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u793e\u4f1a\u5b66\u4f1a\u66f4\u52a0\u7b80\u5355\u3002\u539f\u56e0\u5728\u4e8e\u673a\u5668\u5b8c\u5168\u6709\u53ef\u80fd\u6309\u7167\u4e00\u79cd\u4eba\u4e3a\u9884\u8bbe\u7684\u65b9\u5f0f\u6765\u8fdb\u884c\u884c\u4e3a\uff0c\u8fd9\u6837\u7684\u8bdd\u673a\u5668\u4f1a\u66f4\u52a0\u63a5\u8fd1\u4e8e\u7406\u6027\u4eba\u5047\u8bf4\u3002\u6216\u8005\uff0c\u53cd\u8fc7\u6765\u8bf4\uff0c\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u5b66\u7684\u57fa\u672c\u539f\u5219\u4e0e\u5176\u8bf4\u662f\u4e00\u5957\u516c\u7406\u4f53\u7cfb\u7528\u4ee5\u63cf\u8ff0AI\uff0c\u8fd8\u4e0d\u5982\u8bf4\u5b83\u662f\u4e00\u5957\u672a\u6765AI\u7684\u884c\u4e3a\u51c6\u5219\u3002\u4e0e\u7269\u7406\u5b66\u7814\u7a76\u8303\u5f0f\u6700\u5927\u7684\u4e0d\u540c\u5c31\u5728\u4e8e\u4eba\u5de5\u667a\u80fd\uff0c\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u7a76\u5176\u672c\u8d28\u662f\u4e00\u79cd\u89c4\u8303\u6027\u7814\u7a76\uff08Normaltive\uff09\u3002\u5982\u679c\u8fd9\u4e2a\u7ed3\u8bba\u662f\u6b63\u786e\u7684\uff0c\u90a3\u4e48\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u5b66\u4e5f\u8bb8\u771f\u7684\u662f\u53ef\u80fd\u7684\u3002<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u53e6\u5916\u4e00\u4e2a\u95ee\u9898\u662f\uff0c\u8fd9\u6837\u7684\u7406\u8bba\u4f53\u7cfb\u6709\u4ec0\u4e48\u7528\u5462\uff1f<\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u4e5f\u8bb8\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u4eba\u7c7b\u66f4\u597d\u5730\u7406\u89e3\u6d77\u91cf\u7684\u4eba\u5de5\u667a\u80fd\u6240\u6784\u6210\u7684\u5de8\u7cfb\u7edf\uff0c\u4e5f\u8bb8\u5b83\u53ef\u4ee5\u8ba9\u4eba\u5de5\u667a\u80fd\u7684\u7fa4\u4f53\u66f4\u597d\u5730\u8fd0\u8f6c\u3002\u7136\u800c\uff0c\u8fd8\u6709\u4e00\u79cd\u60c5\u51b5\u662f\uff0c\u4e5f\u8bb8\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u5b66\u538b\u6839\u5c31\u4e0d\u662f\u4eba\u7c7b\u53ef\u4ee5\u638c\u63e1\u7684\u5b66\u95ee\uff0c\u800c\u662f\u4e00\u4e2a\u5f7b\u5934\u5f7b\u5c3e\u7684AI\u81ea\u8eab\u7684\u5b66\u95ee\u3002\u5b83\u4eec\u4e5f\u8bb8\u4f1a\u6bd4\u6211\u4eec\u4eba\u7c7b\u66f4\u7406\u89e3AI\u6784\u6210\u7684\u793e\u4f1a\u3002\u6709\u5173AI\u793e\u4f1a\u5b66\uff0c\u4e5f\u8bb8\u538b\u6839\u5c31\u8f6e\u4e0d\u5230\u4eba\u7c7b\u6765\u8bf4\u8bdd\u3002<\/span><\/p>\n<p style=\"margin-left: 0.5em; margin-right: 0.5em;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534232131.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 16px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: left;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 16px;\">\u53c2\u8003\u8d44\u6599<\/span><\/strong><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6709\u5173\u4eba\u5de5\u793e\u4f1a\uff0c\u5927\u5bb6\u53ef\u4ee5\u53c2\u770b\u672c\u4eba\u5199\u7684\u4e00\u7bc7\u7efc\u8ff0\uff0c<\/span><strong style=\"font-size: 13px;\">\u70b9\u51fb\u9605\u8bfb\u539f\u6587\u83b7\u53d6\u3002<\/strong><br  \/><\/p>\n<\/li>\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6709\u5173\u96c6\u4f53\u667a\u80fd\uff0c\u8bf7\u53c2\u770b\u516c\u4f17\u53f7\u6587\u7ae0\uff1a<a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247484111&amp;idx=1&amp;sn=bb54e81cda015f9f6edef854bfbd3d97&amp;scene=21#wechat_redirect\" target=\"_blank\">\u6d8c\u73b0\u667a\u80fd<\/a><\/span><br  \/><\/p>\n<\/li>\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6709\u5173\u4e0d\u540c\u67b6\u6784\u7684GAN\uff0c\u53ef\u4ee5\u53c2\u770b\u8fd9\u4e24\u7bc7\u6587\u7ae0\uff1a<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: square;\">\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">Jun-Yan Zhu et al. Unpaired&nbsp;Image-to-Image Translation&nbsp;using Cycle-Consistent Adversarial Networks,<span style=\"font-size: 13px; color: rgb(0, 82, 255);\">https:\/\/arxiv.org\/pdf\/1703.10593.pdf<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">Taeksoo Kim et al. Learning to Discover Cross-Domain Relations with Generative Adversarial Networks,&nbsp;<\/span><span style=\"font-size: 13px; color: rgb(0, 82, 255);\">https:\/\/arxiv.org\/abs\/1703.05192<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5173\u4e8e\u591a\u4e3b\u4f53\u4ea4\u6d41\u4e0e\u5408\u4f5c\u7684\u8bba\u6587\uff1a<\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: square;\">\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">Igor Mordatch, Pieter Abbeel: Emergence of Grounded Compositional Language in Multi-Agent Populations,&nbsp;<span style=\"font-size: 13px; color: rgb(0, 82, 255);\">https:\/\/arxiv.org\/abs\/1703.04908<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">Jon Gauthier, Igor Mordatch: A Paradigm for Situated and Goal-Driven Language Learning,<span style=\"font-size: 13px; color: rgb(0, 82, 255);\">https:\/\/arxiv.org\/abs\/1610.03585<\/span><\/span><\/inherit><\/p>\n<\/li>\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">HeHe et al.: Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings,&nbsp;<span style=\"font-size: 13px; color: rgb(0, 82, 255);\">https:\/\/arxiv.org\/abs\/1704.07130<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\">\u5173\u4e8e\u673a\u5668\u7ecf\u6d4e\u5b66\uff0c\u53ef\u4ee5\u53c2\u770b\uff1a<\/span><\/inherit><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485260&amp;idx=1&amp;sn=5da88eeb7d2c66f011fd2d6021973983&amp;chksm=e8945dc1dfe3d4d7b636971b894e1a250834b8948af97ce496ebd020abad0b100c00da4f768b&amp;scene=21#wechat_redirect\" target=\"_blank\"><span style=\"font-size: 13px;\">\u7ecf\u6d4e\u63a8\u7406\u4e0e\u4eba\u5de5\u667a\u80fd<\/span><\/a><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px;\"><inherit><span style=\"font-size: 13px;\"><\/span><\/inherit><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><inherit><\/inherit><strong style=\"text-align: center; color: rgb(123, 12, 0); background-color: rgb(255, 255, 255); font-size: 16px;\"><\/strong><\/p>\n<p style=\"margin: 10px 0.5em; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><strong style=\"text-align: center; color: rgb(123, 12, 0); background-color: rgb(255, 255, 255); font-size: 16px;\">\u63a8\u8350\u9605\u8bfb<\/strong><\/p>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255); letter-spacing: 0.5px;\"><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255); letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485899&amp;idx=1&amp;sn=5c3dd0fe1f3229434b56673acc641218&amp;chksm=e8945346dfe3da501205bb60caab58f7ca4510aa7daef07426f99e2d2f34de879451a2d7bad6&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 13px; text-decoration: underline;\"><span style=\"font-size: 13px;\">\u6d45\u8c08\u5f3a\u5316\u5b66\u4e60 | \u6731\u745e\u9e64<\/span><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255); letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485881&amp;idx=1&amp;sn=5b7aff8a4e824bdbe64f6d6e488dd61b&amp;chksm=e8945334dfe3da22bd31c3cc83f9b1ca25521fa30f6ba3bec28fbcacd69282e769a4da1564cd&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 13px; text-decoration: underline;\"><span style=\"font-size: 13px;\">\u91cd\u78c5\u8bfe\u7a0b\uff1a\u6253\u9020\u4f60\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba | \u674e\u5ae3\u7136<\/span><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255); letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485862&amp;idx=1&amp;sn=e9485916dcb7a3b4b623fe6da6d30dfe&amp;chksm=e894532bdfe3da3d530e70f8a95d25cf8d61a348cd058de71296e82df910f85cb4b6df739a59&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 13px; text-decoration: underline;\"><span style=\"font-size: 13px;\">\u5982\u4f55\u653b\u7834\u8bed\u97f3\u8bc6\u522b\u6700\u540e\u76843%\uff1f | \u8bfb\u4e66\u4f1a<\/span><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255); letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485855&amp;idx=1&amp;sn=e546a3f6023d90909a9ac9a3d3b4658f&amp;chksm=e8945312dfe3da04d4633aed4a4d1f9770a710ef76fc0349fdb2a8b458e56ea72804103b5b7d&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 13px; text-decoration: underline;\"><span style=\"font-size: 13px;\">\u4ece\u4e07\u7269\u6709\u7075\u5230AI\u638c\u7ba1\u4e16\u754c\u2014\u2014AI\u89c6\u91ce\uff08\u4e09\uff09<\/span><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255); letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485723&amp;idx=1&amp;sn=ef60e683e1d9377f0ebc583d761a0066&amp;chksm=e8945396dfe3da808b84c9dcafe65c02920b77847ed3831066a376c01112de6777a476a3de2e&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 13px; text-decoration: underline;\"><span style=\"font-size: 13px;\">\u900f\u89c6\u6df1\u5ea6\u5b66\u4e60\uff0c\u7545\u60f3\u672a\u6765\u5e94\u7528\u2014\u2014AI\u89c6\u91ce\uff08\u4e8c\uff09<\/span><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255); letter-spacing: 0.5px; text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485677&amp;idx=1&amp;sn=c87541996d9f734390b9c6b2ab9abde5&amp;chksm=e8945260dfe3db76d5839523786f649d4fe7222f7f2a3a35be5775e3dc8d032a4bffb1544eeb&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 13px; text-decoration: underline;\"><span style=\"font-size: 13px;\">\u63ea\u7740\u81ea\u5df1\u7684\u5934\u53d1\u79bb\u5f00\u5730\u7403\u2014\u2014AI\u89c6\u91ce\uff08\u4e00\uff09<\/span><\/a><br  \/><\/p>\n<p style=\"margin-top: 10px; margin-right: 0.5em; margin-left: 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255); letter-spacing: 0.5px; text-align: center;\"><br  \/><\/p>\n<hr style=\"margin-right: 0.5em; margin-left: 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255);\"  \/>\n<p style=\"margin-right: 0.5em; margin-left: 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; background-color: rgb(255, 255, 255); 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\/swarma3-1534232131.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<section   style=\"margin-right: 0.5em; margin-left: 0.5em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; 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 class=\"\"      style=\"overflow-wrap: break-word !important; visibility: visible !important; width: auto !important;\" width=\"auto\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534232131.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>\u5bfc\u8bed \u4ece\u4e2a\u4f53\u5c42\u9762\u6765\u8bf4\uff0c\u4f60\u5e76\u4e0d\u6bd4\u5b54\u5b50\u90a3\u4e2a\u65f6\u5019\u7684\u4eba\u806a\u660e\u591a\u5c11\uff0c\u7136\u800c\u73b0\u4ee3\u4eba\u7c7b\u6574\u4f53\u7684\u80fd\u529b\u5374\u662f\u53e4\u4eba\u6240\u65e0\u6cd5\u4f01\u53ca\u7684\u3002\u662f\u6587\u660e\u4e0e\u79d1\u6280\u2014\u2014\u8fd9\u4e2a\u4eba\u7c7b\u96c6\u4f53\u7684\u521b\u9020\u7269\u53cd\u8fc7\u6765\u8d4b\u4e88\u4e86\u6bcf\u4e2a\u4eba\u7c7b\u4e2a\u4f53\u66f4\u9ad8\u7684\u667a\u80fd\u3002\u540c\u6837\u7684\u9053\u7406\uff0c\u4e2a\u4f53\u5c42\u9762\u7684\u4eba\u5de5\u667a\u80fd\u5b58\u5728\u7740\u80fd\u529b\u4e0a\u7684\u5929\u82b1\u677f\uff0c\u53ea\u6709\u5c06\u6210\u5343\u4e0a\u4e07\u7684AI\u94fe\u63a5\u3001\u6574\u5408\u8d77\u6765\uff0c\u751a\u81f3\u521b\u9020\u51faAI\u81ea\u5df1\u7684\u6587\u660e\uff0c\u624d\u53ef\u80fd\u4e3a\u6bcf\u4e00\u4e2a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":4691,"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\/4690"}],"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=4690"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/4690\/revisions"}],"predecessor-version":[{"id":4719,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/4690\/revisions\/4719"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/4691"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4690"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4690"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4690"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=4690"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}