{"id":40258,"date":"2025-04-23T22:03:01","date_gmt":"2025-04-23T14:03:01","guid":{"rendered":"https:\/\/17aitech.com\/?p=40258"},"modified":"2025-04-23T22:03:01","modified_gmt":"2025-04-23T14:03:01","slug":"%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e4%b9%8b%e4%ba%8e-ai-agent%ef%bc%8c%e6%98%af%e7%81%b5%e9%ad%82%e3%80%81%e8%bf%98%e6%98%af%e5%8c%85%e8%a2%b1%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40258","title":{"rendered":"\u5f3a\u5316\u5b66\u4e60\u4e4b\u4e8e AI Agent\uff0c\u662f\u7075\u9b42\u3001\u8fd8\u662f\u5305\u88b1\uff1f"},"content":{"rendered":"<p>\u81ea\u4e3b\u51b3\u7b56\u80fd\u529b\u662f Agent \u53d7\u5230\u91cd\u89c6\uff0c\u5e76\u88ab\u79f0\u4e3a AI \u65f6\u4ee3\u201c\u65b0\u57fa\u5efa\u201d\u539f\u56e0\u3002\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u770b\uff0cWorkflow \u4f3c\u4e4e\u505a\u4e0d\u51fa\u771f\u6b63\u7684\u901a\u7528 Agent\u3002<\/p>\n<p>\u800c\u8981\u8c08\u771f\u6b63\u5177\u5907\u51b3\u7b56\u80fd\u529b\u548c\u81ea\u6211\u610f\u8bc6\u7684 Agent\uff0c\u5176\u5b9e\u8981\u4ece AlphaGo \u7684\u95ee\u4e16\u8bf4\u8d77\u3002\u8fd9\u662f AI \u9996\u6b21\u5c55\u793a\u51fa\u975e\u6a21\u677f\u5316\u3001\u975e\u89c4\u5219\u9a71\u52a8\u7684\u667a\u80fd\u884c\u4e3a\u3002\u800c AlphaGo \u4e5f\u9760\u7740\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4e0e RL\uff0c\u8fdb\u884c\u81ea\u6211\u5bf9\u5f08\u4e0e\u81ea\u6211\u4f18\u5316\uff0c\u6700\u7ec8\u51fb\u8d25\u4eba\u7c7b\u9876\u7ea7\u68cb\u624b\uff0c\u6572\u54cd\u4e86 Agent \u65f6\u4ee3\u7684\u7b2c\u4e00\u58f0\u9523\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-2d2a27abc3fa02df8b9bf1bc955df003.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-2d2a27abc3fa02df8b9bf1bc955df003.jpeg\"><\/a><\/p>\n<p>\u4ece\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u8bf4\uff0cDevin \u53ef\u4ee5\u7b97\u662f\u901a\u7528 Agent \u7684\u6ee5\u89de\u3002\u5b83\u9996\u6b21\u628a AI \u7684\u7f16\u7801\u80fd\u529b\u3001\u4efb\u52a1\u6267\u884c\u4e0e\u53cd\u9988\u673a\u5236\u6574\u5408\u6210\u4e00\u4e2a\u5b8c\u6574\u7684\u95ed\u73af\uff0c\u4e3a\u540e\u7eed\u4ea7\u54c1\u63d0\u4f9b\u4e86\u6e05\u6670\u7684\u8303\u4f8b\u3002<\/p>\n<p>\u540e\u6765\uff0cManus \u5ef6\u7eed\u4e86 Devin \u7684\u5de5\u4f5c\u6d41\u601d\u8def\uff0c\u5e76\u63d0\u51fa \u201cMore Intelligence\u201d \u7684\u7406\u5ff5\uff0c\u4e0d\u518d\u6ee1\u8db3\u4e8e\u7b80\u5355\u5730\u4e32\u8054\u5de5\u5177\uff0c\u800c\u662f\u8bd5\u56fe\u901a\u8fc7\u4efb\u52a1\u62c6\u89e3\u3001\u81ea\u6211\u53cd\u601d\u3001\u6a21\u578b\u8c03\u5ea6\u7b49\u65b9\u5f0f\uff0c\u8ba9 Agent \u5177\u5907\u66f4\u5f3a\u7684\u7406\u89e3\u529b\u548c\u9002\u5e94\u80fd\u529b\u3002\u800c Genspark \u5219\u8d70\u4e86\u4e00\u6761\u66f4\u52a0\u6a21\u5757\u5316\u7684\u8def\u7ebf\uff0c\u628a\u6bcf\u4e2a\u4efb\u52a1\u6b65\u9aa4\u90fd\u53d8\u6210\u4e00\u4e2a\u53ef\u7ec4\u5408\u7684\u90e8\u5206\uff0c\u8ba9\u5f00\u53d1\u8005\u53ef\u4ee5\u50cf\u62fc\u4e50\u9ad8\u4e00\u6837\uff0c\u5feb\u901f\u642d\u5efa\u51fa\u5c5e\u4e8e\u81ea\u5df1\u7684 Agent \u7cfb\u7edf\u3002<\/p>\n<p>\u4f46\u5728\u5f53\u524d\u4e3b\u6d41\u5173\u4e8e\u201c\u5982\u4f55\u6784\u5efa Agent\u201d\u7684\u6280\u672f\u8def\u5f84\u4e2d\uff0c\u6709\u4e24\u4e2a\u88ab\u5e7f\u6cdb\u8ba4\u53ef\u7684\u5171\u8bc6\uff1a\u4e00\u662f\u62e5\u6709\u57fa\u7840\u6a21\u578b\u662f\u6784\u5efa Agent \u7684\u8d77\u70b9\uff0c\u4e8c\u662f RL \u662f\u8d4b\u4e88 Agent \u8fde\u8d2f\u884c\u4e3a\u548c\u76ee\u6807\u611f\u7684\u201c\u7075\u9b42\u201d\u3002\u5b83\u51b3\u5b9a\u4e86 Agent \u5982\u4f55\u7406\u89e3\u73af\u5883\u53cd\u9988\u3001\u8fdb\u884c\u957f\u671f\u89c4\u5212\uff0c\u5e76\u4f5c\u4e3a\u8fde\u63a5 Perception \u4e0e\u884c\u52a8 Action \u7684\u5173\u952e\u6865\u6881\u3002<\/p>\n<p>\u53cd\u89c2 Manus\uff0c\u7531\u4e8e\u7f3a\u4e4f\u5e95\u5c42\u6a21\u578b\u80fd\u529b\u548c\u7b97\u6cd5\u80fd\u529b\u7684\u652f\u6491\uff0c\u5b83\u7684\u7cfb\u7edf\u7ed3\u6784\u76f8\u5bf9\u5f00\u653e\uff0c\u5341\u5206\u5bb9\u6613\u88ab\u6a21\u4eff\uff0c\u751a\u81f3\u6709\u56e2\u961f\u5728\u4e09\u5929\u5185\u5c31\u5b9e\u73b0\u4e86\u590d\u5236\uff0c\u4e5f\u56e0\u6b64\u88ab\u4e00\u4e9b\u6279\u8bc4\u8005\u89c6\u4e3a\u201c\u5957\u58f3\u201d\u3002\u4e0d\u8fc7\u4ece AI \u79d1\u6280\u8bc4\u8bba\u7684\u89d2\u5ea6\u770b\uff0c\u8fd9\u79cd\u6279\u8bc4\u4e5f\u6709\u5931\u516c\u5141\uff0c\u6bd5\u7adf Manus \u5728\u4ea7\u54c1\u8bbe\u8ba1\u548c\u4efb\u52a1\u7f16\u6392\u4e0a\u4f9d\u7136\u6709\u4e0d\u5c11\u53ef\u5708\u53ef\u70b9\u7684\u521b\u65b0\u3002<\/p>\n<p>\u4f46\u201cAgent \u4e0d\u80fd\u4ec5\u9760 Workflow \u642d\u5efa\u201d\u7684\u770b\u6cd5\uff0c\u5df2\u7ecf\u9010\u6e10\u6210\u4e3a\u4e1a\u5185\u7684\u5171\u8bc6\u3002\u6b63\u662f\u5728\u8fd9\u6837\u7684\u4e3b\u6d41\u8ba4\u77e5\u4e0b\uff0c\u90a3\u4e9b\u59cb\u7ec8\u575a\u6301\u6df1\u8015\u5f3a\u5316\u5b66\u4e60\u7684\u56e2\u961f\uff0c\u53cd\u800c\u5728\u65b0\u4e00\u8f6e\u6280\u672f\u6f14\u8fdb\u4e2d\u8d70\u5230\u4e86\u66f4\u524d\u6cbf\u7684\u4f4d\u7f6e\u3002<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span 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href=\"https:\/\/17aitech.com\/?p=40258\/#%E6%B2%A1%E6%9C%89_RL_%E7%9A%84_Agent%EF%BC%8C%E5%8F%AA%E6%98%AF%E5%9C%A8%E6%BC%94%E6%88%8F\" >\u6ca1\u6709 RL \u7684 Agent\uff0c\u53ea\u662f\u5728\u6f14\u620f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=40258\/#%E6%B2%A1%E6%9C%89_RL_%E7%9A%84_Agent%EF%BC%8C%E4%B9%9F%E8%83%BD%E5%BE%80%E5%89%8D%E8%B5%B0\" >\u6ca1\u6709 RL \u7684 Agent\uff0c\u4e5f\u80fd\u5f80\u524d\u8d70<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E6%B2%A1%E6%9C%89_RL_%E7%9A%84_Agent%EF%BC%8C%E5%8F%AA%E6%98%AF%E5%9C%A8%E6%BC%94%E6%88%8F\"><\/span>\u6ca1\u6709 RL \u7684 Agent\uff0c\u53ea\u662f\u5728\u6f14\u620f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Pokee AI \u521b\u59cb\u4eba\u3001\u524d Meta AI\u5e94\u7528\u5f3a\u5316\u5b66\u4e60\u56e2\u961f\u8d1f\u8d23\u4eba\u6731\u54f2\u6e05\uff0c\u5c31\u662f\u4e00\u4f4d\u5bf9 RL \u59cb\u7ec8\u575a\u5b9a\u4fe1\u4ef0\u7684\u201c\u957f\u671f\u4e3b\u4e49\u8005\u201d\u3002<\/p>\n<p>\u6731\u54f2\u6e05\u66fe\u5411 AI \u79d1\u6280\u8bc4\u8bba\u8868\u793a\uff0cRL \u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u76ee\u6807\u9a71\u52a8\uff0c\u5b83\u4e0d\u662f\u7b80\u5355\u5730\u54cd\u5e94\u8f93\u5165\uff0c\u800c\u662f\u56f4\u7ed5\u4e00\u4e2a\u6e05\u6670\u76ee\u6807\uff0c\u8fdb\u884c\u7b56\u7565\u89c4\u5212\u548c\u4efb\u52a1\u6267\u884c\u3002\u800c\u4e00\u65e6\u7f3a\u5c11\u4e86 RL \u7684\u53c2\u4e0e\uff0cAgent \u5c31\u5bb9\u6613\u9677\u5165\u201c\u8d70\u4e00\u6b65\u770b\u4e00\u6b65\u201d\u7684\u6a21\u5f0f\uff0c\u7f3a\u4e4f\u5185\u5728\u9a71\u52a8\u529b\uff0c\u6700\u7ec8\u96be\u4ee5\u771f\u6b63\u80dc\u4efb\u590d\u6742\u4efb\u52a1\u7684\u5b8c\u6210\u3002<\/p>\n<p>\u4ed6\u8ba4\u4e3a\u771f\u6b63\u7684 Agent \u7684\u6838\u5fc3\u5728\u4e8e\u5176\u6267\u884c\u80fd\u529b\u4e0e\u5f71\u54cd\u529b\u3002\u5982\u679c\u4e00\u4e2a\u7cfb\u7edf\u53ea\u662f\u5355\u7eaf\u5730\u751f\u6210\u5185\u5bb9\u6216\u6587\u4ef6\uff0c\u90a3\u5b83\u66f4\u50cf\u662f\u4e00\u4e2a\u666e\u901a\u7684\u5de5\u5177\uff0c\u800c\u975e\u771f\u6b63\u7684 Agent\u3002\u800c\u5f53\u5b83\u80fd\u591f\u5bf9\u73af\u5883\u4ea7\u751f\u4e0d\u53ef\u9006\u7684\u5f71\u54cd\u65f6\uff0c\u5b83\u624d\u5177\u5907\u4e86\u771f\u6b63\u7684\u6267\u884c\u6027\u3002\u603b\u7684\u6765\u8bf4\uff0c\u53ea\u6709\u4e0e\u73af\u5883\u53d1\u751f\u6df1\u5ea6\u4ea4\u4e92\uff0c\u4e14\u4ea7\u751f\u7684\u5f71\u54cd\u4e0d\u53ef\u9006\uff0c\u624d\u80fd\u79f0\u4e4b\u4e3a\u771f\u6b63\u7684 Agent\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-8032663c2db608e04fa6a6bd254a347e.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-8032663c2db608e04fa6a6bd254a347e.jpeg\"><\/a><\/p>\n<p>\u4ed6\u8868\u793a\u5e26\u6709 Workflow \u7684\u4ea7\u54c1\uff0c\u5b9e\u9645\u4e0a\u662f\u00a0 \u53d1\u5c55\u7684\u521d\u671f\u5f62\u6001\u3002\u867d\u7136\u5b83\u6709\u660e\u786e\u7684\u76ee\u6807\u548c\u6d41\u7a0b\uff0c\u4f46\u4ecd\u9700\u8981\u4eba\u4e3a\u5e72\u9884\uff0c\u8fd9\u6837\u7684\u7cfb\u7edf\u4ecd\u5904\u4e8e\u65e9\u671f\u9636\u6bb5\u3002\u771f\u6b63\u7684 Agent \u4e0d\u4ec5\u4ec5\u662f\u6309\u7167\u9884\u8bbe\u7684\u5de5\u5177\u6765\u64cd\u4f5c\uff0c\u800c\u662f\u80fd\u591f\u6839\u636e\u7ed9\u5b9a\u76ee\u6807\uff0c\u81ea\u4e3b\u9009\u62e9\u548c\u4f7f\u7528\u5de5\u5177\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n<p>\u5728\u4ed6\u7684\u8ba4\u77e5\u4e2d\uff0cAgent \u7684\u53d1\u5c55\u53ef\u4ee5\u5206\u4e3a\u591a\u4e2a\u9636\u6bb5\u3002\u65e9\u671f\u7684\u4f8b\u5b50\uff0c\u6bd4\u5982 Zapier \u7684\u5de5\u4f5c\u6d41\u7cfb\u7edf\uff0c\u66f4\u591a\u662f\u6a21\u62df\u4eba\u7684\u51b3\u7b56\u884c\u4e3a\uff0c\u4f46\u5e76\u975e\u771f\u6b63\u667a\u80fd\u7684 AI Agent\u3002\u4e4b\u540e\u53c8\u6709\u4e86 \u50cf LangChain \u8fd9\u79cd\u7c7b\u62d6\u62fd\u6d41\u7684\u53ef\u7ec4\u5408\u578b\u7684\u4efb\u52a1\u6267\u884c\u6a21\u5f0f\uff0c\u9010\u6b65\u5411\u7cfb\u7edf\u5316\u8fc7\u6e21\u3002\u5230\u4e86\u73b0\u5728\uff0c\u7528 Claude \u53bb\u505a MCP \u7684\u65f6\u5019\u867d\u7136\u5de5\u5177\u7684\u8c03\u7528\u548c\u89c4\u5212\u80fd\u529b\u90fd\u6bd4\u8f83\u6709\u9650\uff0c\u4f46\u5df2\u7ecf\u5f00\u59cb\u5411\u66f4\u9ad8\u6c34\u5e73\u7684 Agent \u6f14\u8fdb\u3002<\/p>\n<p>\u800c\u4e0b\u4e00\u9636\u6bb5\u7684 Agent\uff0c\u5c06\u4e0d\u518d\u9700\u8981\u7528\u6237\u6216\u5f00\u53d1\u8005\u4e86\u89e3\u5177\u4f53\u7684\u5de5\u5177\u6216\u6280\u672f\u7ec6\u8282\u3002\u7528\u6237\u53ea\u9700\u7b80\u5355\u63d0\u51fa\u4efb\u52a1\u8981\u6c42\uff0cAgent \u5c31\u80fd\u591f\u6839\u636e\u76ee\u6807\u81ea\u52a8\u9009\u62e9\u5de5\u5177\uff0c\u5e76\u89c4\u5212\u89e3\u51b3\u8def\u5f84\u3002\u6b64\u65f6\uff0c\u6574\u4e2a\u8fc7\u7a0b\u7684\u81ea\u4e3b\u6027\u4e0e\u667a\u80fd\u6027\u5c06\u8fbe\u5230\u524d\u6240\u672a\u6709\u7684\u6c34\u5e73\uff0cAgent \u4e5f\u5c06\u771f\u6b63\u5b9e\u73b0\u4ece\u5de5\u5177\u5230\u667a\u80fd\u4f53\u7684\u8f6c\u53d8\u3002<\/p>\n<p>\u4ed6\u5766\u8a00\uff0cRL \u7b97\u6cd5\u786e\u5b9e\u5b58\u5728\u8bf8\u591a\u6311\u6218\u3002\u6bd4\u5982\u7ebf\u4e0b\u8bad\u7ec3\u65f6\uff0c\u4f7f\u7528\u7684\u6570\u636e\u96c6\u4e0e\u771f\u5b9e\u4e16\u754c\u5f80\u5f80\u5b58\u5728\u5de8\u5927\u5dee\u5f02\uff0c\u5bfc\u81f4\u6a21\u578b\u4e00\u65e6\u4ece\u7ebf\u4e0b\u8fc1\u79fb\u5230\u7ebf\u4e0a\uff0c\u5c31\u53ef\u80fd\u201c\u6c34\u571f\u4e0d\u670d\u201d\uff0c\u518d\u6bd4\u5982\u64cd\u4f5c\u52a8\u4f5c\u7a7a\u95f4\u8fc7\u5927\u65f6\uff0cRL \u7cfb\u7edf\u5f88\u96be\u7a33\u5b9a\u6cdb\u5316\uff0c\u6548\u7387\u4e0e\u7a33\u5b9a\u6027\u4e4b\u95f4\u7684\u5e73\u8861\u59cb\u7ec8\u662f\u4e2a\u96be\u9898\u3002<\/p>\n<p>\u4f46\u5373\u4fbf\u5982\u6b64\uff0c\u6731\u54f2\u6e05\u4ecd\u7136\u575a\u6301\u81ea\u5df1\u7684\u5224\u65ad\uff1a\u65e0\u8bba\u662f o1 \u8fd8\u662f Rule-based reward model\u7b49\u6a21\u578b\u8303\u5f0f\u7684\u51fa\u73b0\uff0cRL \u59cb\u7ec8\u662f\u7ad9\u5728\u6280\u672f\u821e\u53f0\u4e0a\u7684\u201c\u9690\u5f62\u4e3b\u89d2\u201d\u3002\u867d\u7136\u5b83\u672a\u5fc5\u662f AGI \u7684\u552f\u4e00\u901a\u8def\uff0c\u4f46\u5728\u8fc8\u5411\u771f\u6b63 \u201cSuperhuman Intelligence\u201d \u7684\u8fc7\u7a0b\u4e2d\uff0cRL \u662f\u4e00\u4e2a\u65e0\u6cd5\u7ed5\u5f00\u7684\u6280\u672f\u8282\u70b9\u3002<\/p>\n<p>\u5728\u4ed6\u770b\u6765\uff0c\u76f8\u6bd4\u90a3\u4e9b\u8fc7\u4e8e\u6a21\u7cca\u3001\u751a\u81f3\u7565\u663e\u7406\u60f3\u5316\u7684 AGI \u6982\u5ff5\uff0c\u80fd\u591f\u8d85\u8d8a\u4eba\u7c7b\u5728\u67d0\u4e9b\u4efb\u52a1\u4e0a\u7684\u667a\u80fd\u4f53\uff0c\u624d\u662f\u4e00\u4e2a\u66f4\u5b9e\u9645\u3001\u53ef\u5ea6\u91cf\u7684\u76ee\u6807\u3002RL\uff0c\u5c31\u662f\u9a71\u52a8\u8fd9\u4e00\u76ee\u6807\u843d\u5730\u7684\u5173\u952e\u5f15\u64ce\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7bf6ff54a0f8508e2ab5db148149e107.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7bf6ff54a0f8508e2ab5db148149e107.jpeg\"><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E6%B2%A1%E6%9C%89_RL_%E7%9A%84_Agent%EF%BC%8C%E4%B9%9F%E8%83%BD%E5%BE%80%E5%89%8D%E8%B5%B0\"><\/span>\u6ca1\u6709 RL \u7684 Agent\uff0c\u4e5f\u80fd\u5f80\u524d\u8d70<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7136\u800c\uff0c\u51e1\u4e8b\u90fd\u6709\u4e24\u9762\u3002\u6709\u4eba\u575a\u4fe1 RL \u662f Agent \u7684\u6838\u5fc3\u9a71\u52a8\u529b\uff0c\u4e5f\u6709\u4eba\u5bf9\u8fd9\u4e2a\u89c2\u70b9\u63d0\u51fa\u8d28\u7591\u3002<\/p>\n<p>\u9999\u6e2f\u79d1\u6280\u5927\u5b66\uff08\u5e7f\u5dde\uff09\u535a\u58eb\u751f\uff0cDeepWisdom \u7814\u7a76\u5458\u5f20\u4f73\u9487\u5c31\u5c5e\u4e8e\u5bf9 RL \u6301\u4fdd\u7559\u6001\u5ea6\u7684\u90a3\u4e00\u6d3e\u3002\u4ed6\u8ffd\u6c42\u8de8\u73af\u5883\u7684\u667a\u80fd\u4f53\uff0c\u5728\u4e0e AI \u79d1\u6280\u8bc4\u8bba\u5bf9\u8bdd\u65f6\u8868\u793a\uff1a DeepWisdom\u7814\u7a76\u5458\u5f20\u4f73\u9487\u8ba4\u4e3a\uff0c\u73b0\u6709RL\u6280\u672f\u867d\u80fd\u5728\u7279\u5b9a\u73af\u5883\u4e2d\u63d0\u5347Agent\u80fd\u529b\uff0c\u4f46\u8fd9\u672c\u8d28\u4e0a\u662f\u201c\u4efb\u52a1\u7279\u5316\u201d\u800c\u975e\u771f\u6b63\u7684\u667a\u80fd\u6cdb\u5316\u3002\u5728\u5b9e\u73b0\u8de8\u73af\u5883\u6570\u636e\u7684\u6709\u6548\u7edf\u4e00\u8868\u5f81\u4e4b\u524d\uff0cRL\u9762\u4e34\u7684\u8de8\u73af\u5883\u5b66\u4e60\u56f0\u5883\u96be\u4ee5\u7a81\u7834\u3002<\/p>\n<p>\u4ed6\u8ba4\u4e3a\u5229\u7528 RL \u5bf9\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u73af\u5883\u5185\u4f18\u5316\u672c\u8eab\u6ca1\u6709\u95ee\u9898\uff0c\u4f46\u95ee\u9898\u5728\u4e8e\uff0c\u76ee\u524d\u5f88\u591a\u7814\u7a76\u4f7f\u7528\u7684\u4ecd\u662f\u80fd\u529b\u8f83\u5f31\u7684\u57fa\u7840\u6a21\u578b\uff08base model\uff09\uff0c\u5373\u4fbf\u8bad\u7ec3\u5230\u201c\u6700\u4f18\u201d\uff0c\u4e5f\u53ea\u662f\u5bf9\u5355\u4e00\u73af\u5883\u7684\u9002\u914d\uff0c\u7f3a\u4e4f\u8de8\u73af\u5883\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<p>\u5728\u4ed6\u770b\u6765\uff0c\u201c\u4f7f\u7528 RL \u8bad\u51fa\u4e00\u4e2a\u9002\u5e94\u67d0\u4e2a\u73af\u5883\u7684 Agent \u5df2\u7ecf\u5f88\u8fd1\uff0c\u4f46\u8ddd\u79bb\u8bad\u51fa\u901a\u7528\u8de8\u73af\u5883\u7684 Agent \u8fd8\u6709\u5f88\u957f\u7684\u4e00\u6bb5\u8def\u8981\u8d70\u3002\u201d<\/p>\n<p>\u540c\u65f6\u4ed6\u4e5f\u5e76\u4e0d\u5b8c\u5168\u8ba4\u540c\u201c\u6ca1\u6709 RL \u5c31\u6ca1\u6709 Agent\u201d\u8fd9\u4e00\u89c2\u70b9\u3002\u4ed6\u8868\u793a\u4e1a\u754c\u5bf9 RL \u7684\u201c\u8fc7\u5ea6\u5d07\u62dc\u201d\u63a9\u76d6\u4e86\u4e00\u4e2a\u5173\u952e\u4e8b\u5b9e\uff1aOpenAI Deep Research \u7684\u6210\u529f\u66f4\u591a\u4f9d\u8d56\u4e8e\u5176\u5f3a\u5927\u7684\u57fa\u7840\u6a21\u578b o3 \u65e9\u671f\u7248\u672c\u63d0\u4f9b\u7684\u5148\u9a8c\u77e5\u8bc6\uff0c\u800c\u975e\u53ea\u6709 RL \u672c\u8eab\u3002<\/p>\n<p>\u867d\u7136\u8fd1\u671f\u7684\u5b66\u672f\u7814\u7a76\u8868\u660eRL\u786e\u5b9e\u80fd\u63d0\u5347\u8f83\u5f31\u57fa\u7840\u6a21\u578b\u7684\u80fd\u529b\uff0c\u4f46\u63d0\u5347\u5e45\u5ea6\u6709\u9650\uff0c\u8fd9\u4e5f\u6b63\u662f\u5b66\u672f\u754c\u548c\u521d\u521b\u516c\u53f8\u9762\u4e34\u7684\u6838\u5fc3\u6311\u6218\u2014\u2014\u5982\u4f55\u5728\u7f3a\u4e4f\u9876\u7ea7\u57fa\u7840\u6a21\u578b\u7684\u60c5\u51b5\u4e0b\uff0c\u901a\u8fc7\u5efa\u7acb\u6301\u7eed\u6709\u6548\u7684 RL \u6570\u636e\u6536\u96c6\u6d41\u7a0b\u6765\u7f29\u5c0f\u4e0e\u5de8\u5934\u7684\u5dee\u8ddd\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-75617431b11df378eb4e658d073842cb.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-75617431b11df378eb4e658d073842cb.jpeg\"><\/a><\/p>\n<p>\u4e0d\u8fc7\uff0c\u5f20\u4f73\u9487\u4e5f\u5e76\u4e0d\u5168\u76d8\u5426\u5b9a RL\u3002\u4ed6\u8868\u793a RL \u7684\u5c40\u9650\u6027\u66f4\u591a\u662f\u6280\u672f\u9636\u6bb5\u7684\u4ea7\u7269\uff0c\u4e14\u76ee\u524d\u5c1a\u672a\u51fa\u73b0\u4e00\u4e2a\u80fd\u591f\u6709\u6548\u89e3\u51b3\u6cdb\u5316\u95ee\u9898\u7684\u7b97\u6cd5\u3002\u56e0\u6b64\uff0cRL \u7684\u95ee\u9898\u4e0d\u5b8c\u5168\u662f\u65b9\u6cd5\u8bba\u672c\u8eab\uff0c\u800c\u662f\u5f53\u524d\u6280\u672f\u4ecd\u5904\u4e8e\u65e9\u671f\u9636\u6bb5\u3002<\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u4ed6\u8fd8\u5411 AI \u79d1\u6280\u8bc4\u8bba\u8868\u793a\uff0c\u66f4\u671f\u5f85\u80fd\u591f\u770b\u5230\u4e00\u4e2a\u8de8\u73af\u5883\u6cdb\u5316\u7684\u6a21\u578b\uff08\u6bd4\u5982 UI-TARS-1.5\uff09 \u2014\u2014 \u5728\u4efb\u4f55\u73af\u5883\u4e0b\u90fd\u80fd\u6267\u884c\u4e0d\u540c\u4efb\u52a1\uff0c\u800c\u4e0d\u662f\u9488\u5bf9\u67d0\u4e2a\u73af\u5883\u8fdb\u884c\u201c\u5b9a\u5236\u5316\u9002\u914d\u201d\u3002\u5728\u4ed6\u770b\u6765\uff0c\u8fd9\u6837\u7684\u6a21\u578b\u53ef\u80fd\u5728\u672a\u6765\u51fa\u73b0\u3002\u4e00\u65e6\u5b9e\u73b0\uff0c\u201cAgent \u5c31\u53ea\u9700\u8981\u5728\u6a21\u578b\u4e0a\u505a\u4e2a\u7b80\u5355\u7cfb\u7edf\u5c31\u53ef\u4ee5\u4e86\u3002\u201d<\/p>\n<p>\u5728\u6574\u4f53\u67b6\u6784\u4e0a\uff0c\u4ed6\u4e5f\u7ed9\u51fa\u4e86\u4ed6\u5bf9 Agent \u6f14\u5316\u8def\u5f84\u7684\u5212\u5206 \u2014\u2014 \u4ed6\u5c06 Agent \u7684\u53d1\u5c55\u8fc7\u7a0b\u5206\u4e3a\u516d\u4e2a\u9636\u6bb5\uff1a<\/p>\n<p>\u7b2c\u4e00\u9636\u6bb5\uff1a\u6784\u6210 Agent \u7cfb\u7edf\u7684\u6700\u5e95\u5c42\u8282\u70b9\uff0c\u8bed\u8a00\u6a21\u578b\u88ab\u8c03\u7528\u6765\u6267\u884c\u57fa\u672c\u4efb\u52a1\uff1b<\/p>\n<p>\u7b2c\u4e8c\u9636\u6bb5\uff1a\u5728\u5e95\u5c42\u8c03\u7528\u8282\u70b9\u57fa\u7840\u4e0a\uff0c\u6784\u5efa\u51fa\u56fa\u5b9a\u7684 agentic workflow\uff0c\u6bcf\u4e2a\u8282\u70b9\u7684\u89d2\u8272\u4e0e\u804c\u8d23\u9884\u8bbe\u660e\u786e\uff1b<\/p>\n<p>\u7b2c\u4e09\u9636\u6bb5\uff1a\u5e95\u5c42\u7ec4\u4ef6\u6f14\u5316\u4e3a\u5177\u6709\u81ea\u8eab\u903b\u8f91\u548c\u52a8\u4f5c\u7a7a\u95f4\u7684 autonomous agent\uff1b<\/p>\n<p>\u7b2c\u56db\u9636\u6bb5\uff1a\u591a\u4e2a autonomous agents \u901a\u8fc7\u4e3b\u52a8\u4ea4\u6d41\u673a\u5236\u6784\u5efa\u7cfb\u7edf\uff0c\u5f62\u6210 Multi Autonomous Agent Systems\uff08MAS\uff09\uff1b<\/p>\n<p>\u7b2c\u4e94\u9636\u6bb5\uff1a\u5e95\u5c42\u7ec4\u4ef6\u62e5\u6709\u4e0e\u4eba\u7c7b\u4e00\u81f4\u7684\u73af\u5883\u7a7a\u95f4\uff0c\u6210\u4e3aFoundation Agent\uff0c\u5f00\u59cb\u534f\u52a9\u4eba\u7c7b\u8de8\u73af\u5883\u5b8c\u6210\u4efb\u52a1\uff1b<\/p>\n<p>\u7b2c\u516d\u9636\u6bb5\uff1aFoundation Agent \u57fa\u4e8e\u4eba\u7c7b\u76ee\u6807\u4e0e\u5176\u4ed6 Agent \u4ea7\u751f\u8054\u7cfb\uff0c\u6f14\u5316\u51fa\u5177\u5907\u81ea\u4e3b\u534f\u4f5c\u80fd\u529b\u7684Foundation Agents \u7f51\u7edc\u3002\u771f\u6b63\u5b9e\u73b0\u4ee5\u4eba\u7c7b\u76ee\u6807\u4e3a\u6838\u5fc3\u7684\u591a\u667a\u80fd\u4f53\u793e\u4f1a\uff0c\u8fbe\u5230Agent\u4e0e\u4eba\u7c7b\u5171\u751f\u7684\u8303\u5f0f\u3002<\/p>\n<p>\u800c\u76ee\u524d\u5927\u591a\u6570 \u00a0Agent \u4ea7\u54c1\u516c\u53f8\u4ecd\u505c\u7559\u5728\u7b2c\u4e8c\u5230\u7b2c\u4e09\u9636\u6bb5\u4e4b\u95f4\uff0c\u5c1a\u672a\u8fc8\u8fc7\u7b2c\u56db\u9636\u6bb5\u7684\u95e8\u69db\uff0c\u800c\u201c\u6700\u5927\u7684\u74f6\u9888\u5728\u4e8e\u5f53\u524d Agent \u4ecd\u4e25\u91cd\u4f9d\u8d56\u4eba\u7c7b\u9884\u8bbe\u7684 workflow \u8282\u70b9\uff0c\u7f3a\u4e4f\u771f\u6b63\u7684\u81ea\u4e3b\u6027\u3002\u201d<\/p>\n<p>\u5728\u5f20\u4f73\u9487\u770b\u6765\uff0c\u5f53\u524d\u5927\u591a\u6570 Agent \u4ea7\u54c1\u4ecd\u505c\u7559\u5728\u7b2c\u4e8c\u5230\u7b2c\u4e09\u9636\u6bb5\u4e4b\u95f4\uff0c\u5c1a\u672a\u8fc8\u8fc7\u7b2c\u56db\u9636\u6bb5\u7684\u95e8\u69db\u3002\u7a81\u7834\u5f53\u524d\u74f6\u9888\u7684\u5173\u952e\u5728\u4e8e\u4f7f Agent \u6446\u8131\u4eba\u7c7b\u9884\u8bbe\u7ecf\u9a8c\u7684\u675f\u7f1a\uff0c\u901a\u8fc7\u81ea\u4e3b\u63a2\u7d22\u83b7\u53d6\u8de8\u73af\u5883\u7ecf\u9a8c\u5e76\u5b66\u4f1a\u4e0e\u5404\u7c7b\u4e13\u4e1a Agent \u534f\u4f5c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e3acf031c1b8287b164fb6c0f2aecde2.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-e3acf031c1b8287b164fb6c0f2aecde2.jpeg\"><\/a><\/p>\n<p>\u4f46\u5728 Follou \u521b\u59cb\u4eba\u8c22\u626c\u6765\u770b\uff0c\u8fd9\u4e2a\u95ee\u9898\u53c8\u6709\u6240\u4e0d\u540c\u3002<\/p>\n<p>\u4ed6\u8ba4\u4e3a Agent \u548c\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u662f\u53ef\u4ee5\u7ec4\u5408\u8d77\u6765\u7684\u3002\u5728\u4ed6\u773c\u4e2d\uff0cAgent \u5e94\u8be5\u662f\u4e00\u4e9b\u53ef\u4ee5\u534f\u52a9\u4eba\u7c7b\u63d0\u5347\u751f\u4ea7\u529b\u7684\u5de5\u5177\uff0c\u800c\u5e76\u975e\u4e00\u4e2a\u72ec\u7acb\u7684\u4e2a\u4f53\u3002\u5b83\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u6a21\u62df\u4eba\u7c7b\uff0c\u800c\u5728\u4e8e\u9ad8\u6548\u534f\u52a9\u4eba\u7c7b\uff0c\u628a\u590d\u6742\u7684\u4efb\u52a1\u62c6\u89e3\u3001\u6267\u884c\uff0c\u5e76\u6700\u7ec8\u5b8c\u6210\u76ee\u6807\u3002<\/p>\n<p>\u5728\u8c22\u626c\u770b\u6765\uff0c\u5f88\u591a\u4eba\u8fc7\u4e8e\u6267\u7740\u4e8e\u201cAgent \u662f\u5426\u50cf\u4eba\u201d\u8fd9\u4e2a\u95ee\u9898\uff0c\u800c\u5ffd\u7565\u4e86\u5b83\u771f\u6b63\u7684\u5e94\u7528\u610f\u4e49\u3002\u4ed6\u66f4\u5173\u5fc3\u7684\u662f\uff0cAgent \u662f\u5426\u771f\u7684\u80fd\u5728\u73b0\u5b9e\u4e2d\u5e2e\u4eba\u628a\u4e00\u4ef6\u4e8b\u505a\u5b8c\uff0c\u65e0\u8bba\u662f\u641c\u7d22\u4fe1\u606f\u3001\u5206\u6790\u6570\u636e\uff0c\u8fd8\u662f\u8c03\u5ea6\u5de5\u5177\uff0cAgent \u4e5f\u4e0d\u5e94\u8be5\u6210\u4e3a\u4e00\u4e2a\u65b0\u7684\u201c\u5165\u53e3\u201d\u6216\u8005\u201c\u5e73\u53f0\u201d\uff0c\u800c\u5e94\u8be5\u6210\u4e3a\u4e00\u79cd\u5d4c\u5165\u5f0f\u80fd\u529b\uff0c\u771f\u6b63\u878d\u5165\u4eba\u7c7b\u7684\u5de5\u4f5c\u6d41\u7a0b\u4e4b\u4e2d\uff0c\u6210\u4e3a\u201c\u80fd\u6267\u884c\u7684\u601d\u8003\u201d\u548c\u201c\u80fd\u5b66\u4e60\u7684\u5de5\u5177\u201d\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u4ed6\u5e76\u4e0d\u5426\u8ba4\u201c\u81ea\u4e3b\u6027\u201d\u7684\u91cd\u8981\u6027\uff0c\u5c24\u5176\u662f\u5728\u73af\u5883\u611f\u77e5\u548c\u60c5\u5883\u7406\u89e3\u4e0a\u7684\u4ef7\u503c\u3002\u4f46\u5728\u4ed6\u770b\u6765\uff0c\u8861\u91cf\u4e00\u4e2a Agent \u662f\u5426\u771f\u6b63\u6709\u751f\u547d\u529b\uff0c\u66f4\u5173\u952e\u7684\u6807\u51c6\u5728\u4e8e\u5b83\u662f\u5426\u201c\u53ef\u7ec4\u5408\u201d\u201c\u53ef\u8c03\u5ea6\u201d\u3002\u53ea\u6709\u5f53 Agent \u80fd\u591f\u88ab\u7075\u6d3b\u5730\u7ec4\u7ec7\u5728\u4e0d\u540c\u7684\u5782\u76f4\u4efb\u52a1\u4e2d\uff0c\u652f\u6301\u6a21\u5757\u5316\u7684\u80fd\u529b\u7ec4\u5408\uff0c\u5e76\u4e0e\u4eba\u7c7b\u5b9e\u73b0\u9ad8\u6548\u534f\u540c\uff0c\u5b83\u624d\u771f\u6b63\u5177\u5907\u957f\u671f\u5e94\u7528\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p>\u57fa\u4e8e\u8fd9\u6837\u7684\u7406\u5ff5\uff0cFollou \u4e5f\u6784\u5efa\u4e86\u4e00\u6574\u5957\u878d\u5408 Agent \u4e0e\u5de5\u4f5c\u6d41\u7684\u67b6\u6784\u4f53\u7cfb\uff0c\u4ed6\u4eec\u5c06\u6d4f\u89c8\u5668\uff08Browser\uff09\u3001\u667a\u80fd\u4f53\uff08Agent\uff09\u548c\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\uff08Workflow Automation\uff09\u7b49\u6838\u5fc3\u7ec4\u4ef6\u878d\u5408\u5728\u4e00\u8d77\uff0c\u6d4f\u89c8\u5668\u8d1f\u8d23\u8bbf\u95ee\u548c\u6e32\u67d3 Web \u5185\u5bb9\uff0c\u667a\u80fd\u4f53\u8d1f\u8d23\u57fa\u4e8e LLM \u7406\u89e3\u4e0a\u4e0b\u6587\u548c\u505a\u51fa\u51b3\u7b56\uff0c\u800c\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u5219\u6267\u884c\u5177\u4f53\u4efb\u52a1\uff0c\u8c03\u7528 API\u3001\u63d2\u4ef6\u6216\u811a\u672c\u3002<\/p>\n<p>\u5728\u8c22\u626c\u770b\u6765\uff0c\u8fd9\u79cd\u7ed3\u6784\u5e76\u4e0d\u662f\u6280\u672f\u70ab\u6280\uff0c\u800c\u662f\u4e00\u79cd\u201c\u5b9e\u7528\u4e3b\u4e49\u201d\u7684\u9009\u62e9\u3002\u4ed6\u66f4\u5173\u5fc3\u7684\u662f\uff0cAgent \u662f\u5426\u771f\u6b63\u80fd\u5728\u73b0\u5b9e\u4e2d\u628a\u4e00\u4ef6\u4e8b\u505a\u5b8c\uff0c\u800c\u4e0d\u662f\u505c\u7559\u5728\u770b\u8d77\u6765\u5f88\u806a\u660e\u7684\u5e7b\u89c9\u91cc\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-2b97fd6b0182faf5ba6a12027dba0c90.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-2b97fd6b0182faf5ba6a12027dba0c90.jpeg\"><\/a><\/p>\n<p>\u5728 RL \u4fe1\u5f92\u4e0e\u8d28\u7591\u8005\u7684\u89c2\u70b9\u4ea4\u950b\u4e2d\uff0c\u6211\u4eec\u80fd\u770b\u5230\u4e00\u4e2a\u9010\u6e10\u6e05\u6670\u7684\u8d8b\u52bf\uff1aAgent \u7684\u6f14\u5316\u5df2\u4e0d\u518d\u662f\u5355\u4e00\u8303\u5f0f\u7684\u80dc\u5229\uff0c\u800c\u662f\u591a\u79cd\u6280\u672f\u8def\u7ebf\u7684\u534f\u540c\u535a\u5f08\u3002\u5f52\u6839\u5230\u5e95\uff0c\u6784\u5efa Agent \u4ece\u6765\u4e0d\u662f\u62fc\u54ea\u4e00\u79cd\u6280\u672f\u6700\u70ab\uff0c\u800c\u662f\u62fc\u80fd\u4e0d\u80fd\u628a\u6bcf\u4e00\u5757\u57fa\u7840\u80fd\u529b\u8fde\u63a5\u6210\u4e00\u4e2a\u771f\u6b63\u53ef\u8fd0\u884c\u7684\u7cfb\u7edf\u3002<\/p>\n<p>\u4ece\u7406\u89e3\u6307\u4ee4\uff0c\u5230\u89c4\u5212\u8def\u5f84\u3001\u611f\u77e5\u53cd\u9988\uff0c\u518d\u5230\u8c03\u7528\u5916\u90e8\u5de5\u5177\u5b8c\u6210\u4efb\u52a1\uff0c\u6bcf\u4e00\u73af\u90fd\u9700\u8981\u7cbe\u5bc6\u534f\u4f5c\u3001\u5f62\u6210\u7a33\u5b9a\u95ed\u73af\u3002\u6a21\u578b\u80fd\u529b\u518d\u5f3a\uff0c\u5982\u679c\u6ca1\u6709\u76ee\u6807\u89c4\u5212\u548c\u6267\u884c\u673a\u5236\uff0c\u4e5f\u53ea\u80fd\u505c\u7559\u5728\u201c\u61c2\u4f60\u5728\u8bf4\u4ec0\u4e48\uff0c\u4f46\u5374\u505a\u4e0d\u4e86\u4efb\u4f55\u4e8b\u201d\u7684\u9636\u6bb5\uff0c\u800c\u5373\u4fbf\u7b56\u7565\u518d\u4f18\u79c0\uff0c\u5982\u679c\u57fa\u7840\u6a21\u578b\u8ddf\u4e0d\u4e0a\u3001\u611f\u77e5\u4e0d\u51c6\u786e\uff0c\u4e5f\u4f1a\u9677\u5165\u201c\u4f1a\u52a8\u4f46\u4e0d\u806a\u660e\u201d\u7684\u7a98\u5883\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u6784\u5efa Agent \u4e0d\u662f\u201c\u62fc\u6a21\u578b\u201d\u6216\u201c\u8d4c\u8303\u5f0f\u201d\u7684\u96f6\u548c\u6e38\u620f\uff0c\u800c\u662f\u4e00\u6b21\u5de5\u7a0b\u80fd\u529b\u3001\u7cfb\u7edf\u8bbe\u8ba1\u548c\u8ba4\u77e5\u7406\u89e3\u529b\u7684\u591a\u7ef4\u8f83\u91cf\u3002<\/p>\n<p>RL \u53ef\u4ee5\u5851\u9020\u76ee\u6807\u611f\uff0c\u6a21\u578b\u63d0\u4f9b\u7406\u89e3\u529b\uff0c\u5916\u90e8\u63a5\u53e3\u5ef6\u5c55\u6267\u884c\u529b\uff0c\u4e09\u8005\u7f3a\u4e00\u4e0d\u53ef\u3002\u800c\u5982\u4f55\u628a\u8fd9\u4e9b\u80fd\u529b\u7ec4\u5408\u5728\u4e00\u8d77\uff0c\u771f\u6b63\u6253\u9020\u6210\u4e00\u4e2a\u53ef\u6cdb\u5316\u3001\u53ef\u8fc1\u79fb\u751a\u81f3\u662f\u53ef\u8fed\u4ee3\u7684\u7cfb\u7edf\uff0c\u624d\u662f Agent \u8d70\u5411\u901a\u7528\u5e02\u573a\u7684\u91cd\u8981\u4e00\u6b65\u3002<\/p>\n<p class=\"heading-2 ace-line old-record-id-B9wQdt1pRoQslpxUAwxc26Mmnye\">\u4e00\u4e2a\u65b0\u7684\u672a\u6765<\/p>\n<p>\u800c\u73b0\u5728\u6bcf\u5929\u88ab\u4eba\u4eec\u6302\u5728\u5634\u8fb9\u7684 Agent\uff0c\u5176\u5b9e\u6700\u65e9\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u662f\u4e00\u4e2a\u975e\u5e38\u5bbd\u6cdb\u7684\u6982\u5ff5\uff1a\u53ea\u8981\u4e00\u4e2a\u7cfb\u7edf\u5177\u5907\u611f\u77e5\u548c\u51b3\u7b56\u80fd\u529b\uff0c\u5b83\u5c31\u53ef\u4ee5\u88ab\u79f0\u4e3a Agent\u3002<\/p>\n<p>\u4f46\u968f\u7740 Copilot \u7c7b\u4ea7\u54c1\u7684\u5174\u8d77\uff0cAgent \u7684\u6982\u5ff5\u53c8\u88ab\u91cd\u65b0\u5b9a\u4e49\uff1a\u662f\u5426\u9700\u8981\u4eba\u4ecb\u5165\u51b3\u7b56\uff0c\u6210\u4e3a\u5212\u5b9a Agent \u8fb9\u754c\u7684\u5173\u952e\u6807\u51c6\u3002\u5982\u679c\u4e00\u4e2a\u7cfb\u7edf\u53ef\u4ee5\u5728\u6ca1\u6709\u4eba\u53c2\u4e0e\u7684\u524d\u63d0\u4e0b\u72ec\u7acb\u5b8c\u6210\u51b3\u7b56\u548c\u6267\u884c\uff0c\u90a3\u5b83\u5c31\u5c5e\u4e8e\u771f\u6b63\u610f\u4e49\u4e0a\u7684 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href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-1451581f36044d03edc27cc41a3ae167.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-1451581f36044d03edc27cc41a3ae167.jpeg\"><\/a><\/p>\n<p>\u4f46\u5982\u679c\u671d\u7740\u901a\u7528 Agent \u7684\u65b9\u5411\u53d1\u5c55\u7684\u8bdd\uff0c\u90a3\u4e48\u6700\u5927\u7684\u8861\u91cf\u6807\u51c6\uff0c\u5c31\u4e0d\u518d\u662f\u8bed\u8a00\u751f\u6210\u7684\u80fd\u529b\u6216\u8005\u6267\u884c\u901f\u5ea6\uff0c\u800c\u662f\u4efb\u52a1\u89e3\u51b3\u7684\u6210\u529f\u7387\u3002\u4ece\u7cfb\u7edf\u67b6\u6784\u4e0a\u6765\u770b\uff0c\u7740\u5f80\u5f80\u53d6\u51b3\u4e8e\u4e24\u79cd\u5173\u952e\u7684\u8bbe\u8ba1\uff1a<\/p>\n<p>\u5982\u679c\u662f\u4e32\u884c\u7684 Agent \u67b6\u6784\uff0c\u5373\u7531\u4e00\u4e2a\u4e0a\u5c42 Agent \u53d1\u51fa\u51b3\u7b56\uff0c\u518d\u8c03\u5ea6\u591a\u4e2a\u4e0b\u5c42 Agent 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