{"id":15382,"date":"2023-10-16T16:16:35","date_gmt":"2023-10-16T08:16:35","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=15382"},"modified":"2023-10-16T16:25:10","modified_gmt":"2023-10-16T08:25:10","slug":"%e8%8b%b1%e4%bc%9f%e8%be%be%e7%88%86%e7%81%ab%e6%99%ba%e8%83%bd%e4%bd%93%e7%a0%94%e7%a9%b6%ef%bc%9aai%e9%80%bc%e7%9c%9f%e8%bf%98%e5%8e%9f%e4%ba%ba%e7%b1%bb%e6%83%85%e6%84%9f%ef%bc%81%e4%bc%9a%e9%a5%bf","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2023\/10\/16\/15382\/","title":{"rendered":"\u82f1\u4f1f\u8fbe\u7206\u706b\u667a\u80fd\u4f53\u7814\u7a76\uff1aAI\u903c\u771f\u8fd8\u539f\u4eba\u7c7b\u60c5\u611f\uff01\u4f1a\u997f\u4f1a\u5b64\u72ec\uff0c\u4f1a\u8dd1\u6b65\u4f1a\u53d1\u706b"},"content":{"rendered":"<div class=\"article-desc\">\u82f1\u4f1f\u8fbe\u3001\u534e\u76db\u987f\u5927\u5b66\u7b49\u673a\u6784\u63d0\u51fa\u7684Humanoid Agents\uff0c\u884c\u4e3a\u7adf\u5982\u6b64\u63a5\u8fd1\u4eba\u7c7b\uff01\u7d2f\u4e86\u8981\u4f11\u606f\uff0c\u5b64\u72ec\u8981\u627e\u4eba\u966a\uff0c\u53d1\u6cc4\u6012\u706b\u65f6\u4f1a\u8dd1\u6b65\u6216\u51a5\u60f3\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-0719ea8d=\"\" data-element=\"root\">\n<p>AI\u667a\u80fd\u4f53\uff0c\u7adf\u7136\u80fd\u53cd\u6620\u4eba\u7c7b\u7684\u771f\u5b9e\u60c5\u611f\uff0c\u8fd8\u6709\u4eba\u9645\u5173\u7cfb\u4e2d\u5fae\u5999\u7684\u8ddd\u79bb\u611f\uff1f<\/p>\n<p>\u6700\u8fd1\uff0c\u6765\u81ea\u82f1\u4f1f\u8fbe\u3001\u534e\u76db\u987f\u5927\u5b66\u3001\u6e2f\u5927\u7684\u7814\u7a76\u4eba\u5458\u53d1\u5e03\u4e86\u7c7b\u4eba\u667a\u80fd\u4f53Humanoid 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height=\"651\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/920a53e14309d6dcf08658a5b1f0862c645ea0-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/920a53e14309d6dcf08658a5b1f0862c645ea0-1-300x181.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/920a53e14309d6dcf08658a5b1f0862c645ea0-1-1024x617.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/920a53e14309d6dcf08658a5b1f0862c645ea0-1-768x463.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u667a\u80fd\u4f53\u53d7\u7cfb\u7edf1\u601d\u7ef4\u548c\u7cfb\u7edf2\u601d\u7ef4\u7684\u6307\u5bfc\uff0c\u7cfb\u7edf1\u601d\u7ef4\u4f1a\u54cd\u5e94\u5177\u4f53\u6761\u4ef6\uff08\u5982\u57fa\u672c\u9700\u6c42\uff09\uff0c\u800c\u7cfb\u7edf2\u601d\u7ef4\u5219\u6d89\u53ca\u660e\u786e\u7684\u89c4\u5212<\/p>\n<p>\u76ee\u524d\uff0c\u8bba\u6587\u5df2\u88abEMNLP System Demonstrations 2023\u63a5\u6536\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15399\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/48d1b0f11b2ae4024ce0736ef3507753ddfc28-1.png\" width=\"1080\" height=\"237\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/48d1b0f11b2ae4024ce0736ef3507753ddfc28-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/48d1b0f11b2ae4024ce0736ef3507753ddfc28-1-300x66.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/48d1b0f11b2ae4024ce0736ef3507753ddfc28-1-1024x225.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/48d1b0f11b2ae4024ce0736ef3507753ddfc28-1-768x169.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2310.05418<\/p>\n<p>\u4ece\u8fd9\u4e2a\u89c6\u9891\u53ef\u4ee5\u770b\u51fa\uff0cHumanoid 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Agents\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15400\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/33ddaba00c2cf8354a25802227dd119caee47b-1.png\" width=\"1080\" height=\"540\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/33ddaba00c2cf8354a25802227dd119caee47b-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/33ddaba00c2cf8354a25802227dd119caee47b-1-300x150.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/33ddaba00c2cf8354a25802227dd119caee47b-1-1024x512.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/33ddaba00c2cf8354a25802227dd119caee47b-1-768x384.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u5fc3\u7406\u5b66\u5bb6Kahneman\u8ba4\u4e3a\uff0c\u4eba\u7c7b\u6709\u4e24\u4e2a\u4e92\u8865\u7684\u601d\u7ef4\u8fc7\u7a0b\uff1a\u7cfb\u7edf1\uff08\u76f4\u89c9\u7684\u3001\u8f7b\u677e\u7684\u3001\u5373\u65f6\u7684\uff09\u548c\u7cfb\u7edf2\uff08\u903b\u8f91\u7684\u3001\u6709\u610f\u7684\u3001\u7f13\u6162\u7684\uff09\u3002<\/p>\n<p>\u800c\u8fd9\u6b21\u7814\u7a76\u8005\u63d0\u51fa\u7684Humanoid Agents\uff0c\u5c31\u5f15\u5165\u4e86\u7cfb\u7edf1\u6240\u9700\u7684\u4e09\u4e2a\u8981\u7d20\u2014\u2014\u57fa\u672c\u9700\u6c42\uff08\u9971\u8179\u611f\u3001\u5065\u5eb7\u548c\u80fd\u91cf\uff09\u3001\u60c5\u611f\u548c\u5173\u7cfb\u4eb2\u5bc6\u7a0b\u5ea6\uff0c\u6765\u8ba9\u667a\u80fd\u4f53\u8868\u73b0\u5f97\u66f4\u50cf\u4eba\u7c7b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15401\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/d9e5dc51233a0aac3be8136eef9a465968152e-1.png\" width=\"604\" height=\"346\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/d9e5dc51233a0aac3be8136eef9a465968152e-1.png 604w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/d9e5dc51233a0aac3be8136eef9a465968152e-1-300x172.png 300w\" sizes=\"auto, (max-width: 604px) 100vw, 604px\" \/><\/p>\n<p>\u5229\u7528\u8fd9\u4e9b\u5143\u7d20\uff0c\u667a\u80fd\u4f53\u5c31\u80fd\u8c03\u6574\u81ea\u5df1\u7684\u65e5\u5e38\u6d3b\u52a8\uff0c\u4ee5\u53ca\u548c\u5176\u4ed6\u667a\u80fd\u4f53\u7684\u5bf9\u8bdd\u3002<\/p>\n<p>\u800c\u4e14\uff0c\u667a\u80fd\u4f53\u4e5f\u4f1a\u50cf\u4eba\u4e00\u6837\uff0c\u9075\u5b88\u9a6c\u65af\u6d1b\u9700\u6c42\u7406\u8bba\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15402\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/e3b27c881a4c668b65a6364d4fc63f8448f858-1.png\" width=\"1080\" height=\"804\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/e3b27c881a4c668b65a6364d4fc63f8448f858-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/e3b27c881a4c668b65a6364d4fc63f8448f858-1-300x223.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/e3b27c881a4c668b65a6364d4fc63f8448f858-1-1024x762.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/e3b27c881a4c668b65a6364d4fc63f8448f858-1-768x572.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" 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class=\"alignnone size-full wp-image-15403\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/f376359794cdd6b3bda525e1be15c7d4cd6245-1.png\" width=\"1080\" height=\"597\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/f376359794cdd6b3bda525e1be15c7d4cd6245-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/f376359794cdd6b3bda525e1be15c7d4cd6245-1-300x166.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/f376359794cdd6b3bda525e1be15c7d4cd6245-1-1024x566.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/f376359794cdd6b3bda525e1be15c7d4cd6245-1-768x425.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" 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srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/07d7cfd89184e27978b125aa9120ab6ba0ba57-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/07d7cfd89184e27978b125aa9120ab6ba0ba57-1-300x161.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/07d7cfd89184e27978b125aa9120ab6ba0ba57-1-1024x548.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/07d7cfd89184e27978b125aa9120ab6ba0ba57-1-768x411.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u6b64\u5916\uff0cHumanoid 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class=\"hljs-cto\">\n<div class=\"hljs-cto\">\n<p><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_0\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">1.{\r\n 2.   \"name\": \"fullness\", \r\n 3.   \"start_value\": 5, \r\n 4.   \"unsatisfied_adjective\": \"hungry\", \r\n 5.  \"action\": \"eating food\", \r\n 6.   \"decline_likelihood_per_time_step\": 0.05, \r\n 7.   \"help\": \"from 0 to 10, 0 is most hungry; increases or decreases by 1 at each time step based on activity\"\r\n 8. }<\/code><\/pre>\n<div class=\"toolbar\">\u57fa\u672c\u9700\u6c42\u5bf9\u6d3b\u52a8\u7684\u5f71\u54cd<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>Humanoid 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/761eb7c24682870f230415fd6e71c38ab45a3c-1-768x614.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" 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loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15407\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/820b0c61034a3e8582053745576f96df17d75b-1.png\" width=\"936\" height=\"792\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/820b0c61034a3e8582053745576f96df17d75b-1.png 936w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/820b0c61034a3e8582053745576f96df17d75b-1-300x254.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/820b0c61034a3e8582053745576f96df17d75b-1-768x650.png 768w\" sizes=\"auto, (max-width: 936px) 100vw, 936px\" \/><\/p>\n<p>\u5982\u4e0a\u8868\u6240\u793a\uff0c\u6124\u6012\u5bf9\u884c\u4e3a\u4e3b\u4f53\u5f71\u54cd\u6700\u5927\uff08+15\u4e2a\u6d3b\u52a8\uff09 \uff0c\u5176\u6b21\u662f\u60b2\u4f24\u548c\u6050\u60e7\uff08\u5404+10\uff09 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loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15408\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/b15905742b00af64232243f4facd7675c90c58-1.png\" width=\"920\" height=\"624\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/b15905742b00af64232243f4facd7675c90c58-1.png 920w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/b15905742b00af64232243f4facd7675c90c58-1-300x203.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/b15905742b00af64232243f4facd7675c90c58-1-768x521.png 768w\" sizes=\"auto, (max-width: 920px) 100vw, 920px\" \/><\/p>\n<p>\u6709\u8da3\u7684\u662f\uff0c\u5728Lin\u2019s Family\u4e2d\uff0c\u8fd9\u4e2a\u8f6c\u6298\u70b9\u53d1\u751f\u5728\u300crather close\u300d\u5904\u3002\u800c\u5728\u8001\u53cb\u8bb0\u548c\u751f\u6d3b\u5927\u7206\u70b8\u4e2d\uff0c\u8f6c\u6298\u70b9\u5728\u53d1\u751f\u5728\u300cclose\u300d\u5904\u3002<\/p>\n<p>\u6216\u8bb8\u662f\u56e0\u4e3a\uff0cLin\u4e2d\u7684\u4e24\u4e2aAgent\u662f\u7236\u5b50\u5173\u7cfb\uff0c\u5728\u8f83\u4f4e\u7684\u4eb2\u5bc6\u7a0b\u5ea6\u4e0b\u8fdb\u884c\u8f83\u5c11\u7684\u4ea4\u6d41\u5c31\u5f88\u8212\u670d\uff0c\u4e0d\u4f1a\u8ba9\u5173\u7cfb\u7d27\u5f20\u3002<\/p>\n<p>\u800c\u5728\u8001\u53cb\u8bb0\u548c\u751f\u6d3b\u5927\u7206\u70b8\u4e2d\uff0cAgent\u5f7c\u6b64\u4e4b\u95f4\u662f\u670b\u53cb\u548c\u90bb\u5c45\uff0c\u9700\u8981\u66f4\u79ef\u6781\u7684\u6c9f\u901a\u6765\u7ef4\u6301\u5173\u7cfb\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15409\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/529fbde3137f6638db5756741bafbe02c92202-1.png\" width=\"710\" height=\"422\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/529fbde3137f6638db5756741bafbe02c92202-1.png 710w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/529fbde3137f6638db5756741bafbe02c92202-1-300x178.png 300w\" sizes=\"auto, (max-width: 710px) 100vw, 710px\" \/><\/p>\n<h4>\u4e0e\u4eba\u7c7b\u6807\u6ce8\u7684\u6bd4\u8f83<\/h4>\n<p>\u4e3a\u4e86\u8bc4\u4ef7Humanoid Agents\u7684\u9884\u6d4b\u80fd\u529b\uff08\u6bd4\u5982\u6d3b\u52a8\u662f\u5426\u6ee1\u8db3\u81ea\u5df1\u7684\u57fa\u672c\u9700\u6c42\u3001\u6d3b\u52a8\u4e2d\u81ea\u5df1\u4f1a\u8868\u73b0\u51fa\u4ec0\u4e48\u60c5\u7eea\u3001\u5bf9\u8bdd\u662f\u5426\u4f1a\u4f7f\u4e24\u4e2aAgent\u66f4\u4eb2\u8fd1\uff09\uff0c\u7814\u7a76\u8005\u5c06\u7cfb\u7edf\u7684\u9884\u6d4b\u4e0e\u4eba\u7c7b\u6807\u6ce8\u8fdb\u884c\u4e86\u6bd4\u8f83\u3002<\/p>\n<p>\u4e09\u4f4d\u4eba\u7c7b\u6807\u8bb0\u8005\u4f1a\u4f7f\u7528\u548cChatGPT\u76f8\u540c\u7684\u6307\u4ee4\uff0c\u6765\u6807\u8bb0\u6797\u6c0f\u5bb6\u65cf\u4e16\u754c\u4e2d\u4e00\u5929\u7684\u6a21\u62df\u3002<\/p>\n<p>\u6bcf\u4e2a\u6807\u6ce8\u8005\u9488\u5bf9\u60c5\u611f\u548c\u57fa\u672c\u9700\u6c42\u90fd\u72ec\u7acb\u6807\u6ce8\u4e86144\u9879\u6d3b\u52a8\uff0c\u9488\u5bf9\u7528\u6237\u5bf9\u8bdd\u5bf9\u5219\u670930\u9879\u6807\u6ce8\u3002<\/p>\n<p>\u7136\u540e\uff0c\u7814\u7a76\u8005\u5bf9\u6240\u6709\u6807\u6ce8\u8005\u8fdb\u884c\u591a\u6570\u6295\u7968\uff0c\u5e76\u8ba1\u7b97\u4e86\u591a\u6570\u6295\u7968\u4e0e\u7cfb\u7edf\u9884\u6d4b\u4e4b\u95f4\u7684 micro-F1\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15410\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/a36544c86f76b38db31565a838e1716b0f1760-1.png\" width=\"720\" height=\"552\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/a36544c86f76b38db31565a838e1716b0f1760-1.png 720w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/10\/a36544c86f76b38db31565a838e1716b0f1760-1-300x230.png 300w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/p>\n<p>\u88681\u663e\u793a\uff0c\u5728\u6240\u6709\u57fa\u672c\u9700\u6c42\u3001\u60c5\u611f\u548c\u5173\u7cfb\u4eb2\u5bc6\u7a0b\u5ea6\u65b9\u9762\uff0c\u8bc4\u5206\u8005\u4e4b\u95f4\u7684\u4fe1\u5ea6\u826f\u597d\uff08Fleiss&#8217;\u03ba&gt;=0.556\uff09\u3002<\/p>\n<p>\u7814\u7a76\u8005\u8fd8\u53d1\u73b0\uff0c\u5982\u679c\u4e00\u9879\u6d3b\u52a8\u589e\u52a0\u4e86\u9971\u8179\u611f\u548c\u80fd\u91cf\uff0cAgent\u5c31\u80fd\u5728\u5206\u7c7b\u65b9\u9762\u8868\u73b0\u826f\u597d (F1 &gt;= 0.84) \u3002<\/p>\n<p>\u800c\u4e14Agent\u80fd\u5728\u6d3b\u52a8\u4e2d\u8868\u8fbe\u51fa\u60c5\u7eea\uff0c\u5bf9\u8bdd\u8fd8\u80fd\u62c9\u8fd1\u4e0d\u540cAgent\u4e4b\u95f4\u7684\u8ddd\u79bb\u3002<\/p>\n<p>\u7136\u800c\uff0cAgent\u5728\u7ed9\u6d3b\u52a8\u662f\u5426\u6ee1\u8db3\u4e50\u8da3\u3001\u5065\u5eb7\u548c\u793e\u4ea4\u7684\u57fa\u672c\u9700\u6c42\u65f6\uff0c\u5374\u8868\u73b0\u4e0d\u4f73\u3002<\/p>\n<p>\u539f\u56e0\u6216\u8bb8\u5728\u4e8e\uff0cAgent\u7cfb\u7edf\u5927\u5927\u9ad8\u4f30\u4e86\u6ee1\u8db3\u8fd9\u4e9b\u9700\u6c42\u7684\u6d3b\u52a8\u6570\u91cf\u3002\u6bd4\u5982\u5065\u5eb7\u5360Agent\u9884\u6d4b\u6d3b\u52a8\u768434% vs \u4eba\u7c7b\u6807\u6ce8\u6d3b\u52a8\u76844.9%\uff0c\u5a31\u4e50\u536044.4 vs 10.4%\uff0c\u793e\u4ea4\u5360 47.2% vs 24.3%\u3002<\/p>\n<p>Agent\u4f1a\u8ba4\u4e3a\u56e0\u4e3aJohn Lin\u5728\u836f\u623f\u5de5\u4f5c\uff0c\u8fd9\u4e9b\u6d3b\u52a8\u5c31\u6709\u52a9\u4e8eAgent\u7684\u8eab\u4f53\u5065\u5eb7\uff1b\u6536\u5230\u6559\u6388\u7684\u53cd\u9988\uff0c\u6216\u5e2e\u52a9\u8001\u5ba2\u6237\u4e70\u5230\u836f\u7269\uff0c\u5c31\u4f1a\u4ee4\u81ea\u5df1\u6109\u5feb\u3002<\/p>\n<p>\u7814\u7a76\u8005\u5224\u65ad\uff0c\u5982\u679c\u4f7f\u7528\u66f4\u7406\u89e3\u5e38\u8bc6\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u53ef\u80fd\u4f1a\u7f13\u89e3\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n<h4>\u90fd\u662f\u7528LLM\u6784\u5efaAI\u667a\u80fd\u4f53\uff0c\u521b\u65b0\u5728\u54ea<\/h4>\n<p>\u65af\u5766\u798f\u897f\u90e8\u4e16\u754c\u5c0f\u9547\u7684\u91cc\u7a0b\u7891\u5f0f\u8bba\u6587\u4e00\u51fa\uff0c\u4e1a\u754c\u88ab\u6fc0\u53d1\u4e86\u8bb8\u591a\u60f3\u8c61\u529b\uff0c\u7528LLM\u6784\u5efa\u53ef\u60f3\u8c61\u7684\u4eba\u7c7b\u884c\u4e3a\u667a\u80fd\u4f53\u7814\u7a76\u4e5f\u5c42\u51fa\u4e0d\u7a77\u3002<\/p>\n<p>Humanoid Agents\u8ddf\u4e4b\u524d\u5927\u70ed\u7684BabyAGI\u3001AutoGPT\u7b49\u667a\u80fd\u4f53\uff0c\u533a\u522b\u5728\u54ea\u91cc\u5462\uff1f<\/p>\n<p>\u7814\u7a76\u8005\u6307\u51fa\uff0cHumanoid Agents\u5e94\u8be5\u662f\u76ee\u524d\u552f\u4e00\u6a21\u62df\u7c7b\u4eba\u667a\u80fd\u4f53\u65e5\u5e38\u6d3b\u52a8\u7684\u5de5\u4f5c\uff0c\u5176\u4ed6\u7684\u5de5\u4f5c\u4e00\u822c\u90fd\u662f\u5b9e\u73b0\u5916\u90e8\u5b9a\u4e49\u7684\u76ee\u6807\u3002<\/p>\n<p>\u6bd4\u5982Langchain Agents \u3001BabyAGI\u3001AutoGPT\u3001AgentVerse\u3001Voyager\u548cCAMEL\uff0c\u90fd\u662f\u6784\u5efa\u4ee5\u4efb\u52a1\u4e3a\u5bfc\u5411\u7684\u667a\u80fd\u4f53\uff0c\u901a\u8fc7\u9012\u5f52\u5c06\u7528\u6237\u5b9a\u4e49\u7684\u4efb\u52a1\u5206\u89e3\u4e3a\u66f4\u7b80\u5355\u7684\u5b50\u4efb\u52a1\u6765\u89e3\u51b3\u3002<\/p>\n<p>\u800c\u4e14\u6839\u636e\u60c5\u611f\u3001\u6e38\u620f\u89d2\u8272\u63cf\u8ff0\u548c\u4e2a\u4eba\u4e8b\u5b9e\u751f\u6210\u7684\u591a\u8f6e\u5bf9\u8bdd\u54cd\u5e94\uff0c\u5e76\u4e0d\u662f\u7531\u667a\u80fd\u4f53\u52a8\u6001\u6a21\u62df\u51fa\u7684\uff0c\u800c\u662f\u57fa\u4e8e\u4e00\u7ec4\u9759\u6001\u7684\u3001\u4e0e\u89d2\u8272\u65e0\u5173\u7684\u6587\u672c\u4fe1\u606f\u3002<\/p>\n<p>\u8fd9\u4e9b\u5148\u524d\u7684\u5de5\u4f5c\uff0c\u5e76\u4e0d\u80fd\u6a21\u62df\u51fa\u52a8\u6001\u5c5e\u6027\u7684\u5f71\u54cd\uff0c\u6bd4\u5982\u65e0\u6cd5\u53cd\u6620\u51fa\u4e00\u5bf9\u667a\u80fd\u4f53\u4e4b\u95f4\u4eb2\u5bc6\u5ea6\u7684\u53d8\u5316\u3002<\/p>\n<p>\u800c\u4e14\uff0cHumanoid Agents\u5728\u751f\u6210\u5bf9\u8bdd\u54cd\u5e94\u65f6\uff0c\u53ef\u4ee5\u540c\u65f6\u8003\u8651\u5230\u57fa\u672c\u9700\u6c42\u3001\u60c5\u611f\u3001\u4eb2\u5bc6\u5ea6\u7b49\u591a\u4e2a\u65b9\u9762\uff0c\u5c31\u50cf\u771f\u6b63\u7684\u4eba\u7c7b\u4e00\u6837\u3002<\/p>\n<p>\u800c\u6b64\u524d\u7684\u8fd9\u4e9b\u5de5\u4f5c\uff0c\u4e00\u6b21\u53ea\u8003\u8651\u4e86\u4e00\u4e2a\u65b9\u9762\u3002<\/p>\n<h4>\u5b9a\u5236Agent<\/h4>\n<p>\u76ee\u524d\uff0c\u7cfb\u7edf\u652f\u6301\u4e09\u79cd\u5185\u7f6e\u8bbe\u7f6e\uff1a<\/p>\n<p>1. \u751f\u6d3b\u5927\u7206\u70b8\uff08Big Bang Theory\uff09<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\">\n<p><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_1\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">1.  --map_filename ..\/locations\/big_bang_map.yaml \\ --agent_filenames ..\/specific_agents\/sheldon_cooper.json ..\/specific_agents\/leonard_hofstadter.json ..\/specific_agents\/penny.json<\/code><\/pre>\n<p>&nbsp;<\/p>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<ol start=\"2\" data-id=\"oa950d4e-KHLe13h4\">\n<li data-id=\"ld70c578-mLeX7PAJ\">\u8001\u53cb\u8bb0\uff08Friends\uff09<\/li>\n<\/ol>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\">\n<p><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_2\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">1.--map_filename ..\/locations\/friends_map.yaml \\ --agent_filenames ..\/specific_agents\/joey_tribbiani.json ..\/specific_agents\/monica_gellor.json ..\/specific_agents\/rachel_greene.json<\/code><\/pre>\n<p>&nbsp;<\/p>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<ol start=\"3\" data-id=\"o2efa9a6-PZDH3MXc\">\n<li data-id=\"ld70c578-45CIbgLO\">Lin Family<\/li>\n<\/ol>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\">\n<p><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_3\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">1.--map_filename ..\/locations\/lin_family_map.yaml \\ --agent_filenames ..\/specific_agents\/eddy_lin.json ..\/specific_agents\/john_lin.json<\/code><\/pre>\n<ul id=\"code_id_3\" class=\"pre-numbering\"><\/ul>\n<div class=\"toolbar\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cAgent\u548c\u5730\u56fe\u5e76\u4e0d\u662f\u5b8c\u5168\u5206\u79bb\u7684\u3002\u5bf9\u4e8e\u6307\u5b9a\u7684\u6bcf\u4e00\u4e2aagent_filename\uff0c\u5b83\u7684name\u5b57\u6bb5\u90fd\u5fc5\u987b\u4f5c\u4e3a\u5173\u952e\u5b57\u5305\u542b\u5728Agents\u4e0b\u7684map.yaml\u4e2d\u3002<\/p>\n<h4>\u5206\u6790\u9762\u677f<\/h4>\n<p>Agent\u5728\u6d3b\u52a8\u8fc7\u7a0b\u4e2d\u6240\u751f\u6210\u7684\u6570\u636e\uff0c\u53ef\u901a\u8fc7\u4ea4\u4e92\u5f0f\u4eea\u8868\u76d8\u76f4\u89c2\u663e\u793a\u3002\u5b83\u5305\u62ec\u57fa\u672c\u9700\u6c42\u56fe\u548c\u793e\u4f1a\u5173\u7cfb\u56fe\uff0c\u4ee5\u53ca\u76f8\u5e94\u7684\u4fe1\u606f\uff0c\u5305\u62ec\u60c5\u611f\u548c\u5bf9\u8bdd\u7ec6\u8282\u3002<\/p>\n<div>\n<div class=\"hljs-cto\">\n<div class=\"hljs-cto\">\n<p><button class=\"copy_btn disable\" data-clipboard-target=\"#code_id_4\">\u590d\u5236<\/button><\/p>\n<div class=\"code-toolbar\">\n<pre class=\"has-pre-numbering language-plain\" tabindex=\"0\"><code class=\"language-plain\">1.cd humanoidagents\r\n2.python run_dashboard.py --folder &lt;folder\/containing\/generation\/output\/from\/run_simulation.py&gt;<\/code><\/pre>\n<p>&nbsp;<\/p>\n<div class=\"toolbar\"><strong>\u6240\u9700\u53c2\u6570<\/strong><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<ul data-id=\"ua73dd4b-llFNfLWe\">\n<li data-id=\"ld70c578-Kl348JLA\">&#8211;folder\u662frun_simulation.py\u751f\u6210\u7684\u8f93\u51fa\u7ed3\u679c\u5b58\u653e\u7684\u6587\u4ef6\u5939<\/li>\n<li data-id=\"ld70c578-pXQSN8g2\">&#8211;mode\u662f\u4ece\u6587\u4ef6\u5939\u4e2d\u9009\u62e9\u6570\u636e\u7684\u65b9\u6cd5\u3002\u5b83\u6709\u4e24\u79cd\u6a21\u5f0f\uff1a\uff081\uff09all\uff1a\u663e\u793a\u6587\u4ef6\u5939\u4e2d\u7684\u6240\u6709\u6587\u4ef6\uff082\uff09date_range\uff1a\u663e\u793a\u6240\u9009\u65e5\u671f\u8303\u56f4\u5185\u7684\u6587\u4ef6\uff08\u9700\u8981\u5728\u53c2\u6570\u4e2d\u8bf4\u660e\uff09<\/li>\n<\/ul>\n<p><strong>\u53ef\u9009\u53c2\u6570<\/strong><\/p>\n<ul data-id=\"ua73dd4b-mBXIS5SZ\">\n<li data-id=\"ld70c578-RD9hQaGY\">\u5f53&#8211;mode = date_range\u65f6\uff0c&#8211;start_date\u662f\u8d77\u59cb\u65e5\u671f\uff08\u5305\u542b\uff09\u3002\u683c\u5f0f\u4e3aYYYY-MM-DD\uff0c\u59822023-01-03<\/li>\n<li data-id=\"ld70c578-3XX1fZj2\">\u5f53&#8211;mode = date_range\u65f6\uff0c&#8211;end_date\u662f\u7ed3\u675f\u65e5\u671f\uff08\u5305\u542b\uff09\u3002\u683c\u5f0f\u4e3aYYYY-MM-DD\uff0c\u59822023-01-04<\/li>\n<\/ul>\n<h4>\u4f5c\u8005\u4ecb\u7ecd<\/h4>\n<p><strong>Zhilin Wang<\/strong><\/p>\n<p>Zhilin Wang\u662f\u82f1\u4f1f\u8fbeNeMo NLP\u56e2\u961f\u7684\u9ad8\u7ea7\u5e94\u7528\u79d1\u5b66\u5bb6\u3002\u6b64\u524d\uff0c\u4ed6\u66fe\u83b7\u5f97\u534e\u76db\u987f\u5927\u5b66\u7855\u58eb\u5b66\u4f4d\uff0c\u5b66\u4e60\u7684\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u7814\u7a76\u5bf9\u8bdd\u7cfb\u7edf\u548c\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_15382\" class=\"pvc_stats total_only  \" data-element-id=\"15382\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g 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