{"id":37743,"date":"2025-02-03T18:01:02","date_gmt":"2025-02-03T10:01:02","guid":{"rendered":"https:\/\/17aitech.com\/?p=37743"},"modified":"2025-02-03T18:01:02","modified_gmt":"2025-02-03T10:01:02","slug":"amd%e4%b8%8e%e7%ba%a6%e7%bf%b0%e9%9c%8d%e6%99%ae%e9%87%91%e6%96%af%e5%a4%a7%e5%ad%a6%e8%81%94%e6%89%8b%ef%bc%9aai%e5%ae%9e%e9%aa%8c%e5%ae%a4copilot%e8%87%aa%e5%8a%a8%e5%8c%96%e7%a7%91%e7%a0%94","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37743","title":{"rendered":"AMD\u4e0e\u7ea6\u7ff0\u970d\u666e\u91d1\u65af\u5927\u5b66\u8054\u624b\uff1aAI\u5b9e\u9a8c\u5ba4copilot\u81ea\u52a8\u5316\u79d1\u7814\uff0c\u6210\u672c\u8282\u7ea684%\uff01"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-14\" target=\"_blank\">AMD\u4e0e\u7ea6\u7ff0\u970d\u666e\u91d1\u65af\u5927\u5b66\u8054\u624b\uff1aAI\u5b9e\u9a8c\u5ba4copilot\u81ea\u52a8\u5316\u79d1\u7814\uff0c\u6210\u672c\u8282\u7ea684%\uff01<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-608e9b5856adf521d226978fea63587a.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-608e9b5856adf521d226978fea63587a.jpeg\"><\/a><\/p>\n<p>\u7f16\u8f91 | 2049<\/p>\n<p>\u79d1\u5b66\u7814\u7a76\uff0c\u5c24\u5176\u662f<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u9886\u57df\u7684\u7814\u7a76\uff0c\u5f80\u5f80\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u548c\u8d44\u6e90\u6295\u5165\uff0c\u4ece\u6700\u521d\u7684\u6784\u601d\u5230\u6700\u7ec8\u7684\u7ed3\u679c\u4ea7\u51fa\uff0c\u6bcf\u4e00\u6b65\u90fd\u5145\u6ee1\u4e86\u6311\u6218\u3002<\/p>\n<p>\u8fd1\u5e74\u6765\uff0c\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08Large Language Models\uff0cLLMs\uff09\u5728<mark data-type=\"tech_tasks\" data-id=\"c8ff5114-6cbb-49ca-8a89-3ee2826be0b4\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/mark>\u548c\u4ee3\u7801\u751f\u6210\u65b9\u9762\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\uff0c\u8fd9\u4e3a\u81ea\u52a8\u5316\u79d1\u5b66\u7814\u7a76\u63d0\u4f9b\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684\u81ea\u52a8\u5316\u7814\u7a76\u5de5\u5177\u901a\u5e38\u53ea\u80fd\u5904\u7406\u5355\u4e2a\u73af\u8282\uff0c\u5982\u6587\u732e\u7efc\u8ff0\u6216\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u65e0\u6cd5\u5b9e\u73b0\u5168\u6d41\u7a0b\u7684\u81ea\u52a8\u5316\u3002<\/p>\n<p>\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898\uff0c\u6765\u81ea <mark data-type=\"institutions\" data-id=\"59257b4b-235a-4864-a37b-956cede3debf\">AMD<\/mark> \u548c\u7ea6\u7ff0\u970d\u666e\u91d1\u65af\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u540d\u4e3a Agent Laboratory \u7684\u521b\u65b0\u6846\u67b6\u3002\u8be5\u6846\u67b6\u5229\u7528 LLM \u4f5c\u4e3a\u7814\u7a76\u52a9\u624b\uff0c\u80fd\u591f\u4ece\u6587\u732e\u7efc\u8ff0\u5230\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u62a5\u544a\u64b0\u5199\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\uff0c\u663e\u8457\u52a0\u901f\u79d1\u5b66\u7814\u7a76\u8fc7\u7a0b\u3002<\/p>\n<p>\u8be5\u6846\u67b6\u4e0d\u4ec5\u652f\u6301\u5168\u81ea\u52a8\u6a21\u5f0f\uff0c\u8fd8\u521b\u65b0\u6027\u5730\u63d0\u4f9b\u4e86 co-pilot \u534f\u4f5c\u6a21\u5f0f\uff0c\u5141\u8bb8\u7814\u7a76\u4eba\u5458\u5728\u5173\u952e\u8282\u70b9\u63d0\u4f9b\u53cd\u9988\u548c\u6307\u5bfc\uff0c\u5b9e\u73b0\u4eba\u673a\u534f\u540c\u7814\u7a76\u3002<\/p>\n<p>\u8be5\u7814\u7a76\u4ee5\u300c<em>Agent Laboratory: Using LLM Agents as Research Assistants<\/em>\u300d\u4e3a\u9898\uff0c\u4e8e 2025 \u5e74 1 \u6708 8 \u65e5\u53d1\u5e03\u5728 <em>arXiv<\/em> \u9884\u5370\u672c\u5e73\u53f0\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-8a4eb6365c10f5af07e3658f3fcab9ed.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-8a4eb6365c10f5af07e3658f3fcab9ed.png\"><\/a><\/p>\n<p><strong>\u7814\u7a76\u80cc\u666f<\/strong><\/p>\n<p>\u73b0\u4ee3 AI \u7814\u7a76\u6b63\u9762\u4e34\u7740\u6548\u7387\u4e0e\u521b\u65b0\u7684\u53cc\u91cd\u6311\u6218\u3002\u7814\u7a76\u4eba\u5458\u5f80\u5f80\u9700\u8981\u5728\u6709\u9650\u7684\u65f6\u95f4\u548c\u8d44\u6e90\u7ea6\u675f\u4e0b\uff0c\u6743\u8861\u548c\u7b5b\u9009\u6700\u5177\u6f5c\u529b\u7684\u7814\u7a76\u65b9\u5411\u3002<\/p>\n<p>\u73b0\u6709\u7684\u81ea\u52a8\u5316\u7814\u7a76\u5de5\u5177\u5b58\u5728\u660e\u663e\u5c40\u9650\uff1aResearchAgent \u867d\u7136\u80fd\u591f\u751f\u6210\u7814\u7a76\u60f3\u6cd5\u548c\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u4f46\u7f3a\u4e4f\u5b9e\u9645\u6267\u884c\u80fd\u529b\uff1bThe AI Scientist \u867d\u7136\u53ef\u4ee5\u751f\u6210\u548c\u6267\u884c\u4ee3\u7801\uff0c\u4f46\u5176\u751f\u6210\u7684\u7814\u7a76\u8bba\u6587\u8d28\u91cf\u6709\u5f85\u63d0\u9ad8\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u90fd\u91c7\u7528\u5b8c\u5168\u81ea\u52a8\u5316\u7684\u65b9\u5f0f\uff0c\u65e0\u6cd5\u6709\u6548\u6574\u5408\u4eba\u7c7b\u7814\u7a76\u8005\u7684\u4e13\u4e1a\u5224\u65ad\u548c\u521b\u9020\u6027\u601d\u7ef4\u3002<\/p>\n<p><strong>\u6280\u672f\u521b\u65b0<\/strong><\/p>\n<p>Agent Laboratory \u521b\u65b0\u5730\u63d0\u51fa\u4e86\u4e00\u4e2a\u4e09\u9636\u6bb5\u7684\u7814\u7a76\u8f85\u52a9\u6846\u67b6\u3002\u9996\u5148\u662f\u6587\u732e\u7efc\u8ff0\u9636\u6bb5\uff0c\u7cfb\u7edf\u4f1a\u6839\u636e\u7814\u7a76\u8005\u63d0\u4f9b\u7684\u4e3b\u9898\u81ea\u52a8\u68c0\u7d22\u548c\u5206\u6790\u76f8\u5173\u6587\u732e\u3002\u5176\u6b21\u662f\u5b9e\u9a8c\u9636\u6bb5\uff0c\u5305\u62ec\u5b9e\u9a8c<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u3001\u6570\u636e\u51c6\u5907\u548c\u8fd0\u884c\u5b9e\u9a8c\u4e09\u4e2a\u73af\u8282\u3002\u6700\u540e\u662f\u62a5\u544a\u64b0\u5199\u9636\u6bb5\uff0c\u7cfb\u7edf\u80fd\u591f\u57fa\u4e8e\u5b9e\u9a8c\u7ed3\u679c\u751f\u6210\u89c4\u8303\u7684\u7814\u7a76\u8bba\u6587\u3002<\/p>\n<p>\u7cfb\u7edf\u7684\u6838\u5fc3\u662f\u4e00\u4e2a\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u6846\u67b6\uff0c\u5305\u62ec\u591a\u4e2a\u4e13\u4e1a\u5316\u7684<mark data-type=\"tech_tasks\" data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\">\u8bed\u8a00\u6a21\u578b<\/mark>\u4ee3\u7406\uff1aPhD \u4ee3\u7406\u8d1f\u8d23\u6587\u732e\u7efc\u8ff0\u548c\u7814\u7a76<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\uff0cPostdoc \u4ee3\u7406\u8d1f\u8d23\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7ed3\u679c\u89e3\u91ca\uff0cML \u5de5\u7a0b\u5e08\u4ee3\u7406\u4e13\u6ce8\u4e8e\u4ee3\u7801\u5b9e\u73b0\uff0cProfessor \u4ee3\u7406\u5219\u8d1f\u8d23\u8bba\u6587\u8bc4\u5ba1\u548c\u8d28\u91cf\u63a7\u5236\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d020f44d8840b3d13ca6e08ae4b2cd0e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d020f44d8840b3d13ca6e08ae4b2cd0e.png\"><\/a><\/p>\n<p>\u56fe\u793a\uff1aAgent Laboratory \u6574\u4f53\u6846\u67b6\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n<p>\u7cfb\u7edf\u7684\u53e6\u4e00\u4e2a\u6838\u5fc3\u521b\u65b0\u662f mle-solver \u6a21\u5757\uff0c\u5b83\u901a\u8fc7\u4e94\u4e2a\u5173\u952e\u7ec4\u4ef6\u5b9e\u73b0\u4ee3\u7801\u7684\u81ea\u52a8\u751f\u6210\u548c\u4f18\u5316\uff1a<\/p>\n<ul>\n<li>Command Execution\uff1a\u901a\u8fc7 REPLACE \u548c EDIT \u64cd\u4f5c\u751f\u6210\u548c\u4fee\u6539\u4ee3\u7801<\/li>\n<li>Code Execution\uff1a\u6267\u884c\u4ee3\u7801\u5e76\u9a8c\u8bc1\u5176\u6b63\u786e\u6027<\/li>\n<li>Program Scoring\uff1a\u4f7f\u7528 LLM reward model \u8bc4\u4f30\u4ee3\u7801\u8d28\u91cf<\/li>\n<li>Self Reflection\uff1a\u57fa\u4e8e\u6267\u884c\u7ed3\u679c\u8fdb\u884c\u81ea\u6211\u6539\u8fdb<\/li>\n<li>Performance Stabilization\uff1a\u901a\u8fc7\u591a\u6837\u6027\u91c7\u6837\u786e\u4fdd\u4ee3\u7801\u8d28\u91cf\u7a33\u5b9a<\/li>\n<\/ul>\n<p>\u5728<mark data-type=\"tech_tasks\" data-id=\"41b56ccd-d85f-447b-a0d9-a98f168ef50e\">\u8bba\u6587\u751f\u6210<\/mark>\u65b9\u9762\uff0c\u7cfb\u7edf\u91c7\u7528\u4e86\u521b\u65b0\u7684 paper-solver \u6a21\u5757\uff0c\u96c6\u6210\u4e86\u81ea\u52a8\u5316\u5ba1\u7a3f\u529f\u80fd\u3002\u8be5\u529f\u80fd\u5728 500 \u7bc7 ICLR 2022 \u8bba\u6587\u7684\u8bc4\u4f30\u4e2d\uff0c\u8fbe\u5230\u4e86\u4e0e\u4eba\u7c7b\u5ba1\u7a3f\u4eba\u76f8\u5f53\u7684<mark data-type=\"concepts\" data-id=\"8be77eae-12da-4e9e-9a88-b7f5bae98c2e\">\u51c6\u786e\u7387<\/mark>\uff0865% \u5bf9\u6bd4 66%\uff09\uff0c\u5728 F1 \u5206\u6570\u4e0a\u751a\u81f3\u8d85\u8fc7\u4e86\u4eba\u7c7b\u8868\u73b0\uff080.57 \u5bf9\u6bd4 0.49\uff09\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-254125dc6c6ea076b0b116816660a38b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-254125dc6c6ea076b0b116816660a38b.png\"><\/a><\/p>\n<p>\u56fe\u793a\uff1aAgent Laboratory \u5de5\u4f5c\u6d41\u7a0b\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n<p><strong>\u5b9e\u9a8c\u9a8c\u8bc1<\/strong><\/p>\n<p>\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u591a\u7ef4\u5ea6\u5b9e\u9a8c\u8bc4\u4f30\u4e86 Agent Laboratory \u7684\u6027\u80fd\u3002\u5728\u6a21\u578b\u5bf9\u6bd4\u4e2d\uff0co1-preview \u5728\u6709\u7528\u6027\u65b9\u9762\u8868\u73b0\u6700\u4f73\uff0c\u8bc4\u5206\u8fbe\u5230 4.4\/5\uff1b\u5728\u62a5\u544a\u8d28\u91cf\u65b9\u9762\u5f97\u5206\u4e3a 3.4\/5\uff0c\u4e0e o1-mini\uff083.2\/5\uff09\u76f8\u8fd1\uff1bo1-mini \u5728\u5b9e\u9a8c\u8d28\u91cf\u65b9\u9762\u9886\u5148\uff0c\u5f97\u5206\u4e3a 3.2\/5\uff1b\u800c gpt-4o \u867d\u7136\u5728\u5404\u9879\u6307\u6807\u4e0a\u8868\u73b0\u8f83\u5f31\uff0c\u4f46\u5176\u8fd0\u884c\u6210\u672c\u663e\u8457\u964d\u4f4e\uff0c\u6bcf\u7bc7\u8bba\u6587\u4ec5\u9700 2.33 \u7f8e\u5143\uff0c\u6bd4\u73b0\u6709\u81ea\u52a8\u5316\u7814\u7a76\u65b9\u6cd5\u8282\u7701 84%\u3002<\/p>\n<p>\u7279\u522b\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u7814\u7a76\u53d1\u73b0\u4eba\u7c7b\u8bc4\u4f30\u548c\u81ea\u52a8\u5316\u8bc4\u4f30\u5b58\u5728\u663e\u8457\u5dee\u5f02\u3002\u81ea\u52a8\u8bc4\u4f30\u7ed9\u51fa\u7684\u5e73\u5747\u5206\u6570\u4e3a 6.1\/10\uff0c\u800c\u4eba\u7c7b\u8bc4\u4f30\u4ec5\u4e3a 3.8\/10\uff0c\u8fd9\u4e00\u53d1\u73b0\u5f3a\u8c03\u4e86\u5728\u8bc4\u4f30\u7cfb\u7edf\u6027\u80fd\u65f6\u9700\u8981\u66f4\u591a\u5730\u4f9d\u9760\u4eba\u7c7b\u4e13\u5bb6\u5224\u65ad\u3002\u5728 MLE-Bench 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