{"id":48652,"date":"2024-02-29T21:49:09","date_gmt":"2024-02-29T13:49:09","guid":{"rendered":"https:\/\/swarma.org\/?p=48652"},"modified":"2024-02-29T21:49:09","modified_gmt":"2024-02-29T13:49:09","slug":"%e5%a4%a7%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b%e4%b8%8e%e5%a4%9a%e6%99%ba%e8%83%bd%e4%bd%93%e7%b3%bb%e7%bb%9f%e8%af%bb%e4%b9%a6%e4%bc%9a%e6%9c%ac%e5%91%a8%e5%85%ad%e5%bc%80%e5%a7%8b","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=48652","title":{"rendered":"\u201c\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u8bfb\u4e66\u4f1a\u201d\u672c\u5468\u516d\u5f00\u59cb\u5566\uff01"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-size: 15px;background-color: rgb(255, 255, 255);visibility: visible;\" data-mpa-powered-by=\"yiban.io\">\n<section style=\"outline: 0px;display: inline-block;width: 661px;vertical-align: top;background-color: rgb(246, 246, 246);visibility: visible;\">\n<section style=\"font-family: PingFangSC-light;outline: 0px;visibility: visible;\">\n<p style=\"text-align: center;\"><strong style=\"color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;letter-spacing: 0.544px;white-space: normal;\"><span style=\"color: rgb(171, 25, 66);\"><img class=\"rich_pages wxw-img\" data-backh=\"330\" data-backw=\"578\" data-cropselx1=\"0\" data-cropselx2=\"578\" data-cropsely1=\"0\" data-cropsely2=\"330\" data-imgfileid=\"100201691\" data-ratio=\"0.5714285714285714\"  data-w=\"1050\" style=\"width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2024\/03\/wxsync-2024-03-918a256a1d332d9fbab5e3fc51151efe.png\"  \/><\/span><\/strong><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;letter-spacing: 0.544px;visibility: visible;\">\n<section style=\"outline: 0px;width: 661px;visibility: visible;\">\n<section style=\"font-family: PingFangSC-light;padding-right: 3px;outline: 0px;float: left;line-height: 1;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: left;visibility: visible;\">\n<section style=\"padding-left: 10px;outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;border-left: 3px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;line-height: 0;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-13px, 0px, 0px);visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-1px, 0px, 0px);visibility: visible;\">\n<section style=\"outline: 0px;text-align: justify;color: rgb(33, 166, 210);font-size: 16px;line-height: 1.5;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;visibility: visible;\">\u5bfc\u8bed<\/strong><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-13px, 0px, 0px) rotateX(180deg);visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 4px;padding-left: 4px;outline: 0px;clear: right;box-shadow: rgb(0, 0, 0) 0px 0px 0px;visibility: visible;min-height: 4.5em !important;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 5px;margin-bottom: 5px;outline: 0px;visibility: visible;\">\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"color: rgb(0, 0, 0);font-size: 10.5pt;letter-spacing: normal;text-indent: 0em;\"><span style=\"color: rgb(63, 63, 63);font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\"><span style=\"font-family: \u5b8b\u4f53;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);letter-spacing: 0.544px;\">\u201c<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247681407&amp;idx=1&amp;sn=54aed4abdccf3e26b1add4bb8eb17d3c&amp;chksm=e8995ff2dfeed6e4fc9f8d4145253b0fd6819e5461bfbb7b47127d38520480b394cb40fd01db&amp;scene=21#wechat_redirect\" textvalue=\"\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u8bfb\u4e66\u4f1a<\/a>\u201d\u5c06\u4e8e\u672c\u5468\u516d\u665a<\/span><span style=\"text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);letter-spacing: 0.544px;\"><span style=\"font-family:Times New Roman, serif;\">20<\/span><\/span><span style=\"font-family: \u5b8b\u4f53;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);letter-spacing: 0.544px;\">\u70b9\u5f00\u59cb\u7b2c\u4e00\u6b21\u5206\u4eab\u3002\u8fd9\u6b21\u5c06\u7531\u5723\u6bcd\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u5728\u8bfb\u535a\u58eb\u751f<\/span><span style=\"font-family:Times New Roman, serif;\">\u2014\u2014<\/span><span style=\"font-family: \u5b8b\u4f53;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);letter-spacing: 0.544px;\">\u90ed\u6cf0\u6210\uff0c\u4ee5\u53ca\u76ee\u524d\u706b\u7206\u7684\u591a\u667a\u80fd\u4f53\u6846\u67b6<\/span><span style=\"font-family:Times New Roman, serif;\">CAMEL<\/span><span style=\"font-family: \u5b8b\u4f53;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);letter-spacing: 0.544px;\">\u7684\u521b\u59cb\u4eba\uff0c\u725b\u6d25\u5927\u5b66\u535a\u58eb\u540e<\/span><span style=\"font-family:Times New Roman, serif;\">\u2014\u2014<\/span><span style=\"font-family: \u5b8b\u4f53;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);letter-spacing: 0.544px;\">\u674e\u56fd\u8c6a\u4e3b\u8bb2\uff01\u66f4\u591a\u6765\u81ea\u6e05\u534e\u3001\u5317\u5927\u3001\u6d59\u5927\u3001<\/span><span style=\"font-family:Times New Roman, serif;\">MIT<\/span><span style=\"font-family: \u5b8b\u4f53;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);letter-spacing: 0.544px;\">\u3001<\/span><span style=\"font-family:Times New Roman, serif;\">UIUC<\/span><span style=\"font-family: \u5b8b\u4f53;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);letter-spacing: 0.544px;\">\u7b49\u9ad8\u6821\u7684\u8bba\u6587\u4f5c\u8005\u5c06\u8f6e\u756a\u767b\u573a\uff0c\u656c\u8bf7\u671f\u5f85\uff01<\/span><\/span><\/strong><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"font-family: PingFangSC-light;margin-top: 5px;margin-bottom: 5px;outline: 0px;visibility: visible;\">\n<section class=\"channels_iframe_wrp\"><mp-common-videosnap class=\"js_uneditable custom_select_card channels_iframe channels_live_iframe videosnap_live_iframe\" data-type=\"live\" data-headimgurl=\"https:\/\/wx.qlogo.cn\/finderhead\/PdibpV1sFDHdC5AR6SqCNbOfwAEdPtWSb2Y5v1iaq3YTCocFBPFM1xzQ\/0\" data-username=\"v2_060000231003b20faec8c4e78d10c3d6cd04ef30b077c6436f3ed47f70be822497426f6452dd@finder\" data-nickname=\"\u96c6\u667a\u4ff1\u4e50\u90e8\" data-desc=\"\u5c06\u572803\u670802\u65e5 20:00 \u76f4\u64ad\" data-livewording=\"\u9884\u7ea6\" data-intro=\"\u667a\u80fd\u534f\u4f5c\u7684\u65b0\u65f6\u4ee3\uff1a\u57fa\u4e8eLLM\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf&lt;br&gt;&lt;br&gt;\u4e3b\u8bb2\u4eba\uff1a&lt;br&gt;\u90ed\u6cf0\u6210\uff0c\u5723\u6bcd\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u5728\u8bfb\u535a\u58eb\u751f&lt;br&gt;\u674e\u56fd\u8c6a\uff0c\u725b\u6d25\u5927\u5b66\u535a\u58eb\u540e\" data-status=\"0\" data-noticeid=\"finderlivenotice-v2_060000231003b20faec8c4e78d10c3d6cd04ef30b077c6436f3ed47f70be822497426f6452dd@finder-1709188458058416-1117912359\" data-isdisabled=\"0\" data-errortips=\"\"><\/mp-common-videosnap><\/section>\n<section style=\"outline: 0px;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;visibility: visible;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100098753\" data-imgfileid=\"100201647\" data-ratio=\"0.07314814814814814\"  data-type=\"png\" data-w=\"1080\" style=\"outline: 0px;vertical-align: middle;visibility: visible !important;width: 677px !important;height: auto !important;\" src=\"\/wp-content\/uploads\/2024\/03\/wxsync-2024-03-6f9f672988af7db277f019eec3e6e952.png\"  \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;visibility: visible;\"><br  \/><\/section>\n<\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u5206\u4eab\u5185\u5bb9\u5927\u7eb2<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u90ed\u6cf0\u6210\uff1aLLM\u591a\u667a\u80fd\u4f53\u7efc\u8ff0<\/span><\/strong><\/span><\/p>\n<ol start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">LLM\u591a\u667a\u80fd\u4f53\u80cc\u666f\u4ecb\u7ecd<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u591a\u667a\u80fd\u4f53\u57fa\u672c\u8981\u7d20<\/span><\/p>\n<\/li>\n<ol class=\"list-paddingleft-1\" style=\"list-style-type: lower-alpha;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Interface<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Profiling<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Communication<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Capabilities<\/span><\/p>\n<\/li>\n<\/ol>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5f53\u524d\u591a\u667a\u80fd\u4f53\u7684\u7814\u7a76\u5de5\u4f5c\u7c7b\u578b<\/span><\/p>\n<\/li>\n<ol class=\"list-paddingleft-1\" style=\"list-style-type: lower-alpha;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Overview<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Framework<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Agents for Problem-Solving<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Agents for World Simulation<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Orchestration and Capabilities Acquisition<\/span><\/p>\n<\/li>\n<\/ol>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u591a\u667a\u80fd\u4f53\u7814\u7a76\u5e38\u7528\u6570\u636e\u96c6<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6311\u6218\u4ee5\u53ca\u4e0d\u540c\u89c6\u89d2\u4e0b\u7684\u7814\u7a76\u673a\u9047<\/span><\/section>\n<\/li>\n<\/ol>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><strong><span style=\"font-size: 15px;color: rgb(33, 166, 210);\">\u674e\u56fd\u8c6a\uff1aCAMEL-\u63a2\u7d22\u5927\u8bed\u8a00\u6a21\u578bLLM\u7684\u591a\u667a\u80fd\u4f53\u793e\u4f1a<\/span><\/strong><\/p>\n<ol start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u57fa\u672c\u6982\u5ff5<\/span><\/p>\n<\/li>\n<ol class=\"list-paddingleft-1\" style=\"list-style-type: lower-alpha;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Mind exploration<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Communicative Agents<\/span><\/p>\n<\/li>\n<\/ol>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u642d\u5efa<\/span><\/p>\n<\/li>\n<ol class=\"list-paddingleft-1\" style=\"list-style-type: lower-alpha;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Role-playing framework<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Inception prompt<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">instruction-following<\/span><\/p>\n<\/li>\n<\/ol>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5b9e\u9a8c\u5c55\u793a\u4e0e\u76ee\u524d\u6311\u6218<\/span><\/p>\n<\/li>\n<ol class=\"list-paddingleft-1\" style=\"list-style-type: lower-alpha;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u751f\u6210\u573a\u666f<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5b9e\u9a8c\u7ed3\u679c<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u76ee\u524d\u6311\u6218<\/span><\/section>\n<\/li>\n<\/ol>\n<\/ol>\n<p><br  \/><\/p>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u4e3b\u8bb2\u4eba\u4ecb\u7ecd<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1080\" data-imgfileid=\"100201634\" data-ratio=\"0.562962962962963\"  data-type=\"jpeg\" data-w=\"1080\" data-width=\"1920\" style=\"height: auto !important;\" src=\"\/wp-content\/uploads\/2024\/03\/wxsync-2024-03-1adbbb096bab628c4d5742ecdf925a5c.jpeg\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u90ed\u6cf0\u6210<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff1a\u5723\u6bcd\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u5728\u8bfb\u535a\u58eb\u751f\uff0c\u5bfc\u5e08\u4e3aXiangliang Zhang\u6559\u6388\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7814\u7a76\u65b9\u5411\uff1a\u4f7f\u7528LLM\u548cLLM-based Agents\u89e3\u51b3\u79d1\u5b66\u9886\u57df\u63a8\u7406\u548c\u89c4\u5212\u95ee\u9898, AI4Science\u4ee5\u53ca\u63a8\u8350\u7cfb\u7edf\uff0c\u4ee5\u4e00\u4f5c\u5728NeurIPS\u3001WWW\u7b49\u4f1a\u8bae\u4e0a\u53d1\u8868\u6587\u7ae0\uff0c\u540c\u65f6\u83b7\u5f97\u8fc7KDD Cup, NeurIPS BlackBox Optimization Challenge, IEEE Computer Society Challenge\u7b49\u673a\u5668\u5b66\u4e60\u7ade\u8d5b\u7684\u51a0\/\u4e9a\u519b\u3002<\/span><\/section>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/h4>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1080\" data-imgfileid=\"100201642\" data-ratio=\"0.562962962962963\"  data-type=\"jpeg\" data-w=\"1080\" data-width=\"1920\" style=\"height: auto !important;\" src=\"\/wp-content\/uploads\/2024\/03\/wxsync-2024-03-afb4f13e49adc594bb8ed0dbc70f3d9f.jpeg\"  \/><\/section>\n<h4 style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.578px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u674e\u56fd\u8c6a\uff1a<\/span><\/strong><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">CAMEL\u521b\u59cb\u4eba\uff0c\u725b\u6d25\u5927\u5b66\u535a\u58eb\u540e\uff0c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u5458\uff0cCAMEL-AI\u548cDeepGCNs\u5f00\u6e90\u9879\u76ee\u53d1\u8d77\u4eba\u3002\u81f4\u529b\u4e8e<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">\u6784\u5efa\u80fd\u591f\u611f\u77e5\u3001\u5b66\u4e60\u4ea4\u6d41\u3001\u63a8\u7406\u548c\u884c\u52a8\u7684\u667a\u80fd\u4e3b\u4f53\u3002<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">\u4ed6\u4e5f\u662fPyG.org\u7684\u6838\u5fc3\u6210\u5458\u3002<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">\u4ed6\u5728\u963f\u535c\u675c\u62c9\u56fd\u738b\u79d1\u6280\u5927\u5b66\u83b7\u5f97\u8ba1\u7b97\u673a\u79d1\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u5bfc\u5e08\u4e3aBernard Ghanem\u6559\u6388\u3002<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">\u5728\u653b\u8bfb\u535a\u58eb\u671f\u95f4\uff0c\u4ed6\u66fe\u5728\u82f1\u7279\u5c14ISL\u62c5\u4efb\u7814\u7a76\u5b9e\u4e60\u751f\u3002<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">\u4ed6\u4f5c\u4e3a\u8bbf\u95ee\u7814\u7a76\u5458\u8bbf\u95ee\u4e86ETHz CVL\uff0c\u5e76\u66fe\u5728Kumo AI\u5de5\u4f5c\u3002<\/span><\/h4>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7814\u7a76\u65b9\u5411\uff1a\u5305\u62ec\u81ea\u4e3b\u4ee3\u7406\u3001\u56fe\u5f62\u673a\u5668\u5b66\u4e60\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u5d4c\u5165\u5f0f\u4eba\u5de5\u667a\u80fd\u3002\u4ed6\u5728ICCV\u3001CVPR\u3001ICML\u3001NeurIPS\u3001RSS\u30013DV\u548cTPAMI\u7b49\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u4e0a\u53d1\u8868\u4e86\u76f8\u5173\u8bba\u6587\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u4e3b\u6301\u4eba\u4ecb\u7ecd<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"600\" data-imgfileid=\"100201644\" data-ratio=\"0.5714285714285714\"  data-type=\"png\" data-w=\"1050\" data-width=\"1050\" style=\"height: auto !important;\" src=\"\/wp-content\/uploads\/2024\/03\/wxsync-2024-03-ce524a0979075dd609178ff2452e5f33.png\"  \/><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: var(--articleFontsize);letter-spacing: 0.034em;caret-color: transparent;\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8d75\u4e16\u94b0<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c\u897f\u6e56\u5927\u5b66\u5de5\u5b66\u9662\u7279\u8058\u7814\u7a76\u5458\u3001\u667a\u80fd\u65e0\u4eba\u7cfb\u7edf\u5b9e\u9a8c\u5ba4\u8d1f\u8d23\u4eba\u3001\u56fd\u5bb6\u6d77\u5916\u9ad8\u5c42\u6b21\u4eba\u624d\u9752\u5e74\u9879\u76ee\u83b7\u5f97\u8005\u3002\u4ed6\u672c\u7855\u6bd5\u4e1a\u4e8e\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\uff0c\u535a\u58eb\u6bd5\u4e1a\u4e8e\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\uff0c\u52a0\u5165\u897f\u6e56\u5927\u5b66\u524d\u662f\u82f1\u56fd\u8c22\u83f2\u5c14\u5fb7\u5927\u5b66\u81ea\u52a8\u63a7\u5236\u4e0e\u7cfb\u7edf\u5de5\u7a0b\u7cfb\u7684Lecturer\u3002\u4ed6\u7684\u7814\u7a76\u4e13\u6ce8\u4e8e\u591a\u673a\u5668\u4eba\u7cfb\u7edf\u4e2d\u7684\u63a7\u5236\u51b3\u7b56\u7b49\u95ee\u9898\uff0c\u81f4\u529b\u4e8e\u7814\u7a76\u6709\u8da3\u3001\u6709\u7528\u3001\u6709\u6311\u6218\u6027\u7684\u4e0b\u4e00\u4ee3\u673a\u5668\u4eba\u7cfb\u7edf\u3002\u6b64\u5916\uff0c\u4ed6\u64b0\u5199\u7684\u82f1\u6587\u6559\u6750\u300aMathematical Foundations of Reinforcement Learning\u300b\u5c06\u7531\u6e05\u534e\u5927\u5b66\u51fa\u7248\u793e\u548cSpringer \u51fa\u7248\u793e\u8054\u5408\u51fa\u7248\uff0c\u76ee\u524d\u5df2\u7ecf\u5728GitHub\u6536\u83b71.7K+\u661f\uff0c\u8bfe\u7a0b\u89c6\u9891\u5168\u7f51\u64ad\u653e\u8d85\u8fc770\u4e07\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"text-align: center;line-height: 1.75em;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><strong style=\"text-align: justify;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: var(--articleFontsize);letter-spacing: 0.034em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.578px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-imgfileid=\"100201753\" data-ratio=\"0.5714285714285714\" data-s=\"300,640\"  data-type=\"png\" data-w=\"1050\" style=\"letter-spacing: 0.578px;white-space: normal;width: 562px;\" src=\"\/wp-content\/uploads\/2024\/03\/wxsync-2024-03-46b5fe1169f732bb07d965895363233e.png\"  \/><\/span><\/strong><\/section>\n<p style=\"text-align: justify;line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><strong style=\"text-align: justify;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: var(--articleFontsize);letter-spacing: 0.034em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.578px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\u4efb\u6c81\u6e90<\/span><\/strong><span style=\"text-align: justify;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;color: rgb(63, 63, 63);font-size: 15px;text-indent: 0em;\">\uff0c<\/span><span style=\"text-align: justify;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;font-size: 15px;color: rgb(63, 63, 63);\">2008\u5e74\u5728\u6d59\u6c5f\u5927\u5b66\u63a7\u5236\u79d1\u5b66\u4e0e\u5de5\u7a0b\u4e13\u4e1a\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\u3002\u968f\u540e\u52a0\u5165\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u8ba1\u7b97\u673a\u4e0e\u7535\u6c14\u5de5\u7a0b\u5b66\u7cfb\u4ece\u4e8b\u6c34\u4e0b\u65e0\u4eba\u667a\u80fd\u7cfb\u7edf\u7684\u63a7\u5236\u7814\u7a76\u3002\u4ece2015\u5e747\u6708\u5f00\u59cb\uff0c\u52a0\u5165\u65b0\u52a0\u5761\u79d1\u6280\u7814\u7a76\u5c40\u8d44\u8baf\u7814\u7a76\u9662\u62c5\u4efb\u673a\u5668\u4eba\u7814\u7a76\u79d1\u5b66\u5bb6\u30022017\u5e74\u8d77\u52a0\u5165\u6d59\u6c5f\u5927\u5b66\u62c5\u4efb\u6559\u6388\u3002\u4efb\u6c81\u6e90\u535a\u58eb\u76ee\u524d\u662fIEEE Senior Member\uff0c\u5e76\u62c5\u4efb\u591a\u672c\u56fd\u9645\u5b66\u672f\u671f\u520a\u7684\u7f16\u8f91\u3002\u4ed6\u4e3b\u8981\u4ece\u4e8b\u8fd0\u52a8\u63a7\u5236\uff0c\u4eff\u751f\u667a\u80fd\u548c\u4eba\u673a\u4ea4\u4e92\u7b49\u7814\u7a76\u5de5\u4f5c\u3002<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\"><\/span><\/p>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-imgfileid=\"100201747\" data-ratio=\"0.5714285714285714\" data-s=\"300,640\"  data-type=\"png\" data-w=\"1050\" style=\"\" src=\"\/wp-content\/uploads\/2024\/03\/wxsync-2024-03-0f039accdaac2efec159300b4b5bb84b.png\"  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5d14\u91d1\u5f3a<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u535a\u58eb\u662f\u9e4f\u57ce\u5b9e\u9a8c\u5ba4\u7684\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u3002\u4ed6\u7684\u7814\u7a76\u9886\u57df\u5305\u62ec\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3001\u540c\u6b65\u5efa\u56fe\u4e0e\u5b9a\u4f4d\uff08SLAM\uff09\u3001\u548c\u9ad8\u7cbe\u5ea6\u4e09\u7ef4\u91cd\u5efa\u3002\u5d14\u535a\u58eb\u5728\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\uff0c\u4e4b\u524d\u5728\u897f\u5317\u5de5\u4e1a\u5927\u5b66\u5b8c\u6210\u4e86\u7855\u58eb\u548c\u5b66\u58eb\u5b66\u4e60\u3002\u4ed6\u66fe\u5728\u56fd\u9645\u5fae\u5c0f\u578b\u65e0\u4eba\u673a\u6bd4\u8d5b\u4e2d\u83b7\u5f97\u591a\u9879\u8363\u8a89\uff0c\u5e76\u53d1\u8868\u4e86\u591a\u7bc7\u76f8\u5173\u9886\u57df\u7684\u5b66\u672f\u8bba\u6587\u3002<\/span><\/p>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/h3>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;text-wrap: wrap;background-color: rgb(255, 255, 255);outline: 0px;text-align: center;justify-content: center;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: -15px;outline: 0px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;color: rgb(12, 130, 169);font-size: 16px;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6211\u4eec\u5df2\u9080\u8bf7\u5230\u591a\u540d\u79d1\u7814\u524d\u6cbf\u5b66\u8005\u8fdb\u884c\u5206\u4eab\uff0c\u5305\u62ec\u90ed\u6cf0\u6210\u3001\u674e\u56fd\u8c6a\u3001\u94b1\u5ff1\u3001\u738b\u9547\u6d77\u9f99\u3001\u5f90\u7389\u5e84\u3001\u6768\u5b97\u701a\u3001\u5218\u5b50\u541b\u3001Hongxin Zhang\u3001\u5f20\u9526\u6dfb\u3001\u8463\u76ca\u5b8f \u3001\u6881\u6dfb\u3001Yilun Du\u7b49\uff0c\u66f4\u591a\u8bdd\u9898\u4ecd\u7136\u5728\u4e0d\u65ad\u7684\u62db\u52df\u8865\u5145\u4e2d\uff0c\u5982\u679c\u60a8\u5bf9\u5927\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u611f\u5174\u8da3\uff0c\u6b22\u8fce\u52a0\u5165\u6211\u4eec\uff0c\u53ef\u4ee5\u6765\u505a\u5206\u4eab\uff0c\u4e5f\u53ef\u4ee5\u6765\u4ea4\u670b\u53cb\uff0c\u6700\u91cd\u8981\u7684\u662f\u4e00\u8d77\u6765\u5b66\u4e60\uff01<\/span><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;text-wrap: wrap;color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);outline: 0px;line-height: 2em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;\"><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;text-wrap: wrap;color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);outline: 0px;line-height: 2em;\"><span style=\"font-size: 15px;\"><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;text-wrap: wrap;color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);outline: 0px;line-height: 2em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"letter-spacing: 0.578px;text-wrap: wrap;\">\n<section style=\"display: inline-block;\"><img class=\"rich_pages wxw-img\" data-backh=\"1765\" data-backw=\"578\" data-imgfileid=\"100201745\" data-ratio=\"3.0527777777777776\"  data-type=\"jpg\" data-w=\"1080\" style=\"width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2024\/03\/wxsync-2024-03-ef188e27773cd2a35a400aa2891ae1a7-scaled.jpg\"  \/><\/section>\n<\/section>\n<p><br  \/><\/p>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u4e3b\u8981\u6d89\u53ca\u5230\u7684\u53c2\u8003\u6587\u732e<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 16px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[1] Guo T, Chen X, Wang Y, et al. Large language model based multi-agents: A survey of progress and challenges[J]. arXiv preprint arXiv:2402.01680, 2024.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 16px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[2] Sumers T R, Yao S, Narasimhan K, et al. Cognitive architectures for language agents[J]. arXiv preprint arXiv:2309.02427, 2023.<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 16px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[3] Hong S, Zheng X, Chen J, et al. Metagpt: Meta programming for multi-agent collaborative framework[J]. arXiv preprint arXiv:2308.00352, 2023.<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[4] Li G, Hammoud H A A K, Itani H, et al. Camel: Communicative agents for&#8221; mind&#8221; exploration of large scale language model society[J]. arXiv preprint arXiv:2303.17760, 2023.<\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: 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href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247681407&amp;idx=1&amp;sn=54aed4abdccf3e26b1add4bb8eb17d3c&amp;chksm=e8995ff2dfeed6e4fc9f8d4145253b0fd6819e5461bfbb7b47127d38520480b394cb40fd01db&amp;scene=21#wechat_redirect\" textvalue=\"\u591a\u667a\u80fd\u4f53\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u591a\u667a\u80fd\u4f53\u8bfb\u4e66\u4f1a<\/a>\uff0c\u52a0\u5165\u7fa4\u804a\uff0c\u83b7\u53d6\u7cfb\u5217\u8bfb\u4e66\u4f1a\u56de\u770b\u6743\u9650\uff0c\u4e0e\u793e\u533a\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\u4e0e\u4f01\u4e1a\u5b9e\u8df5\u8005\u6c9f\u901a\u4ea4\u6d41\uff0c\u5171\u540c\u63a8\u52a8\u591a\u667a\u80fd\u4f53\u8fd9\u4e00\u524d\u6cbf\u9886\u57df\u7684\u53d1\u5c55\u3002<\/span><\/section>\n<section style=\"text-align: center;text-indent: 0em;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><br  \/><\/section>\n<section 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210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.578px;white-space: normal;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<h4 style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.578px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Datawhale<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/h4>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.578px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;color: 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