{"id":5544,"date":"2025-01-16T16:51:48","date_gmt":"2025-01-16T08:51:48","guid":{"rendered":"https:\/\/nullthought.net\/?p=5544"},"modified":"2025-01-16T16:51:50","modified_gmt":"2025-01-16T08:51:50","slug":"%e6%99%ba%e8%83%bd%e4%bb%a3%e7%90%86%ef%bc%88agents%ef%bc%89%e7%94%a8%e6%88%b7%e5%81%8f%e5%a5%bd%e6%a8%a1%e6%8b%9f%ef%bc%88sims%ef%bc%89%e5%8a%a9%e7%90%86%ef%bc%88assistants%ef%bc%89%e6%96%b0","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=5544","title":{"rendered":"\u667a\u80fd\u4ee3\u7406\uff08Agents\uff09+\u7528\u6237\u504f\u597d\u6a21\u62df\uff08Sims\uff09+\u52a9\u7406\uff08Assistants\uff09=\u65b0\u578b\u667a\u80fd\u4ee3\u7406\u751f\u6001\u7cfb\u7edf"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u8bba\u6587<strong><a href=\"https:\/\/www.arxiv.org\/abs\/2412.16241\" target=\"_blank\" rel=\"noreferrer noopener\">Agents Are Not Enough<\/a><\/strong>\u8ba4\u4e3a\uff0c\u4ec5\u5177\u6709\u4ee3\u7406\u80fd\u529b\u4e0d\u8db3\u4ee5\u89e3\u51b3\u95ee\u9898\uff0c\u6784\u5efa\u4e00\u4e2a\u5305\u542b<a href=\"https:\/\/nullthought.net\/?p=5319\" target=\"_blank\" rel=\"noreferrer noopener\">\u667a\u80fd\u4ee3\u7406<\/a>\u3001\u7528\u6237\u504f\u597d\u6a21\u62df\uff08Sims\uff09\u4ee5\u53ca\u52a9\u7406\uff08Assistants\uff09\u7684\u5b8c\u6574\u667a\u80fd\u4ee3\u7406\u751f\u6001\u7cfb\u7edf\u624d\u662f\u5173\u952e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bba\u6587\u4f5c\u8005\u4e3aChirag Shah, Ryen W. White\uff0c\u6765\u81eaUniversity of Washington\u548cMicrosoft Research\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"636\" height=\"381\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/01\/image-14.png\" alt=\"\" class=\"wp-image-5545\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/01\/image-14.png 636w, https:\/\/nullthought.net\/wp-content\/uploads\/2025\/01\/image-14-300x180.png 300w\" sizes=\"auto, (max-width: 636px) 100vw, 636px\" \/><figcaption class=\"wp-element-caption\"><strong><a href=\"https:\/\/www.arxiv.org\/abs\/2412.16241\" target=\"_blank\" rel=\"noreferrer noopener\">Agents Are Not Enough<\/a><\/strong><\/figcaption><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e00\u3001\u5f15\u8a00<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bba\u6587\u9996\u5148\u754c\u5b9a\u4e86\u667a\u80fd\u4ee3\u7406\uff08agents\uff09\u7684\u6982\u5ff5\uff0c\u8fd9\u662f\u4e00\u79cd\u80fd\u591f\u6839\u636e\u7528\u6237\u504f\u597d\u6216\u6307\u4ee4\uff0c\u4ee3\u66ff\u7528\u6237\u6267\u884c\u7279\u5b9a\u4efb\u52a1\u7684\u81ea\u4e3b\u7a0b\u5e8f\u3002\u667a\u80fd\u4ee3\u7406\u7684\u5e94\u7528\u8303\u56f4\u975e\u5e38\u5e7f\u6cdb\uff0c\u4ece\u8c03\u6574\u6e29\u5ea6\u7684\u7b80\u5355\u7cfb\u7edf\uff08\u5982\u667a\u80fd\u6e29\u63a7\u5668\uff09\u5230\u590d\u6742\u4efb\u52a1\u7684\u81ea\u52a8\u5316\u6267\u884c\uff08\u5982\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff09\u3002\u667a\u80fd\u4ee3\u7406\u5177\u6709\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u7279\u6027\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u81ea\u4e3b\u6027<\/strong>\uff1a\u4ee3\u7406\u53ef\u4ee5\u72ec\u7acb\u51b3\u7b56\u5e76\u91c7\u53d6\u884c\u52a8\uff0c\u65e0\u9700\u7528\u6237\u6301\u7eed\u5e72\u9884\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u7f16\u7a0b\u6027<\/strong>\uff1a\u4ee3\u7406\u901a\u8fc7\u7f16\u7a0b\u9002\u914d\u4e0d\u540c\u7684\u4efb\u52a1\u9700\u6c42\u3002<\/li>\n\n\n\n<li><strong>\u53cd\u5e94\u6027<\/strong>\uff1a\u4ee3\u7406\u80fd\u591f\u5feb\u901f\u54cd\u5e94\u5916\u90e8\u73af\u5883\u7684\u53d8\u5316\u3002<\/li>\n\n\n\n<li><strong>\u4e3b\u52a8\u6027<\/strong>\uff1a\u4ee3\u7406\u5177\u5907\u9884\u89c1\u6027\uff0c\u80fd\u591f\u4e3b\u52a8\u5b8c\u6210\u4efb\u52a1\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bba\u6587\u6307\u51fa\uff0c\u867d\u7136\u4ee3\u7406\u6280\u672f\u65e8\u5728\u51cf\u5c11\u7528\u6237\u7684\u53c2\u4e0e\u5e76\u63d0\u5347\u6548\u7387\uff0c\u4f46\u8fd9\u4e00\u76ee\u6807\u5728\u5b9e\u8df5\u4e2d\u53d7\u5230\u8bf8\u591a\u9650\u5236\u3002\u4ee3\u7406\u6280\u672f\u5b58\u5728\u7684\u7f3a\u9677\u5305\u62ec\uff1a\u4efb\u52a1\u6267\u884c\u9519\u8bef\u3001\u590d\u6742\u4efb\u52a1\u80fd\u529b\u4e0d\u8db3\uff0c\u4ee5\u53ca\u9700\u8981\u7528\u6237\u9891\u7e41\u5e72\u9884\u3002\u8fd9\u4e9b\u95ee\u9898\u4f7f\u5f97\u667a\u80fd\u4ee3\u7406\u7684\u6f5c\u529b\u65e0\u6cd5\u5b8c\u5168\u5b9e\u73b0\u3002\u8bba\u6587\u8ba4\u4e3a\uff0c\u4ec5\u4ec5\u901a\u8fc7\u63d0\u5347\u4ee3\u7406\u80fd\u529b\u4e0d\u8db3\u4ee5\u89e3\u51b3\u95ee\u9898\uff0c\u6784\u5efa\u4e00\u4e2a\u5305\u542b\u667a\u80fd\u4ee3\u7406\u3001\u7528\u6237\u504f\u597d\u6a21\u62df\uff08Sims\uff09\u4ee5\u53ca\u52a9\u7406\uff08Assistants\uff09\u7684\u5b8c\u6574\u751f\u6001\u7cfb\u7edf\u624d\u662f\u5173\u952e\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e8c\u3001\u5386\u53f2\u5c1d\u8bd5\u4e0e\u5931\u8d25<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bba\u6587\u4ece\u5386\u53f2\u53d1\u5c55\u7684\u89d2\u5ea6\u68b3\u7406\u4e86\u667a\u80fd\u4ee3\u7406\u6280\u672f\u7684\u6f14\u53d8\uff0c\u5177\u4f53\u5206\u4e3a\u4e94\u4e2a\u9636\u6bb5\uff0c\u5e76\u5206\u6790\u4e86\u6bcf\u4e2a\u9636\u6bb5\u7684\u6280\u672f\u7279\u70b9\u548c\u5931\u8d25\u539f\u56e0\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u65e9\u671fAI\u4ee3\u7406\uff081950\u5e74\u4ee3\uff09<\/strong><br>\u8fd9\u4e00\u9636\u6bb5\u4ee5\u7b26\u53f7AI\u4e3a\u4e3b\uff0c\u4f8b\u5982\u901a\u7528\u95ee\u9898\u6c42\u89e3\u5668\uff08GPS\uff09\uff0c\u5c1d\u8bd5\u901a\u8fc7\u7b26\u53f7\u903b\u8f91\u548c\u89c4\u5219\u63a8\u7406\u6a21\u4eff\u4eba\u7c7b\u7684\u89e3\u51b3\u95ee\u9898\u80fd\u529b\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u8fc7\u4e8e\u4f9d\u8d56\u9884\u5b9a\u4e49\u89c4\u5219\uff0c\u5bfc\u81f4\u5728\u9762\u5bf9\u590d\u6742\u7684\u73b0\u5b9e\u4e16\u754c\u95ee\u9898\u65f6\u8868\u73b0\u4e0d\u4f73\u3002\u7f3a\u4e4f\u9002\u5e94\u6027\u6210\u4e3a\u5176\u4e3b\u8981\u77ed\u677f\u3002<\/li>\n\n\n\n<li><strong>\u4e13\u5bb6\u7cfb\u7edf\uff081980\u5e74\u4ee3\uff09<\/strong><br>\u4e13\u5bb6\u7cfb\u7edf\u5982MYCIN\u548cDENDRAL\u4e13\u6ce8\u4e8e\u7279\u5b9a\u9886\u57df\u7684\u77e5\u8bc6\u8fd0\u7528\uff0c\u901a\u8fc7\u89c4\u5219\u548c\u63a8\u7406\u4e3a\u7528\u6237\u63d0\u4f9b\u51b3\u7b56\u652f\u6301\u3002\u5c3d\u7ba1\u5728\u72ed\u7a84\u9886\u57df\u5185\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u8fd9\u4e9b\u7cfb\u7edf\u7f3a\u4e4f\u6cdb\u5316\u80fd\u529b\uff0c\u65e0\u6cd5\u9002\u5e94\u9886\u57df\u5916\u7684\u4efb\u52a1\u3002\u6b64\u5916\uff0c\u5f00\u53d1\u548c\u7ef4\u62a4\u8fd9\u4e9b\u7cfb\u7edf\u9700\u8981\u5927\u91cf\u4eba\u5de5\u53c2\u4e0e\uff0c\u6210\u672c\u6781\u9ad8\u3002<\/li>\n\n\n\n<li><strong>\u53cd\u5e94\u578b\u4ee3\u7406\uff081990\u5e74\u4ee3\uff09<\/strong><br>\u8fd9\u4e00\u9636\u6bb5\u7684\u4ee3\u8868\u662f\u5e03\u9c81\u514b\u65af\u63d0\u51fa\u7684\u5206\u5c42\u63a7\u5236\u4f53\u7cfb\u7ed3\u6784\uff08Subsumption Architecture\uff09\u3002\u53cd\u5e94\u578b\u4ee3\u7406\u6ce8\u91cd\u5b9e\u65f6\u54cd\u5e94\uff0c\u4f18\u5148\u5904\u7406\u73af\u5883\u523a\u6fc0\uff0c\u800c\u975e\u590d\u6742\u7684\u63a8\u7406\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u4ee3\u7406\u7f3a\u4e4f\u89c4\u5212\u80fd\u529b\uff0c\u4e5f\u65e0\u6cd5\u4ece\u7ecf\u9a8c\u4e2d\u5b66\u4e60\uff0c\u5bfc\u81f4\u5728\u52a8\u6001\u73af\u5883\u4e2d\u7684\u9002\u7528\u6027\u53d7\u5230\u9650\u5236\u3002<\/li>\n\n\n\n<li><strong>\u591a\u4ee3\u7406\u7cfb\u7edf\uff08MAS\uff09<\/strong><br>\u591a\u4ee3\u7406\u7cfb\u7edf\u901a\u8fc7\u591a\u4e2a\u4ee3\u7406\u7684\u5206\u5de5\u4e0e\u534f\u4f5c\u89e3\u51b3\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u96c6\u7fa4\u673a\u5668\u4eba\uff08Swarm Robotics\uff09\u5c55\u793a\u4e86\u5206\u5e03\u5f0f\u95ee\u9898\u89e3\u51b3\u7684\u6f5c\u529b\u3002\u7136\u800c\uff0c\u534f\u8c03\u3001\u901a\u4fe1\u548c\u6269\u5c55\u6027\u95ee\u9898\u963b\u788d\u4e86\u5176\u5e7f\u6cdb\u5e94\u7528\u3002\u4ee3\u7406\u95f4\u7684\u76f8\u4e92\u4f9d\u8d56\u6027\u5bb9\u6613\u5bfc\u81f4\u6548\u7387\u4f4e\u4e0b\u548c\u884c\u4e3a\u4e0d\u53ef\u9884\u6d4b\u3002<\/li>\n\n\n\n<li><strong>\u8ba4\u77e5\u67b6\u6784\uff08Cognitive Architectures\uff09<\/strong><br>\u8ba4\u77e5\u67b6\u6784\u5982SOAR\u548cACT-R\u65e8\u5728\u6a21\u62df\u4eba\u7c7b\u8ba4\u77e5\u8fc7\u7a0b\uff0c\u6574\u5408\u611f\u77e5\u3001\u8bb0\u5fc6\u548c\u63a8\u7406\u80fd\u529b\u3002\u5c3d\u7ba1\u8bbe\u8ba1\u590d\u6742\uff0c\u8fd9\u4e9b\u67b6\u6784\u56e0\u8ba1\u7b97\u6210\u672c\u8fc7\u9ad8\u3001\u5b9e\u65f6\u6027\u4e0d\u8db3\u800c\u96be\u4ee5\u5b9e\u9645\u5e94\u7528\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bba\u6587\u6307\u51fa\uff0c\u8fd9\u4e9b\u5386\u53f2\u5c1d\u8bd5\u7684\u5931\u8d25\u4e3b\u8981\u6e90\u4e8e\u4ee5\u4e0b\u4e94\u5927\u95ee\u9898\uff1a<\/p>\n\n\n\n<ol 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Enough\u8ba4\u4e3a\uff0c\u4ec5\u5177\u6709\u4ee3\u7406\u80fd\u529b\u4e0d\u8db3\u4ee5\u89e3\u51b3\u95ee\u9898\uff0c\u6784\u5efa\u4e00\u4e2a\u5305\u542b\u667a\u80fd\u4ee3\u7406\u3001\u7528\u6237\u504f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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