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AI\u751f\u6001\u7684\u53d1\u5c55\u8d8b\u52bf&#xff0c;\u63d0\u524d\u5e03\u5c40\u4e0b\u4e00\u4ee3\u667a\u80fd\u7cfb\u7edf\u6280\u672f\u6808<\/p>\n<p>\u65e0\u8bba\u4f60\u662fAI\u4ea7\u54c1\u7ecf\u7406\u3001\u7b97\u6cd5\u5de5\u7a0b\u5e08\u3001\u7cfb\u7edf\u67b6\u6784\u5e08&#xff0c;\u8fd8\u662f\u5e0c\u671b\u628a\u63e1AI\u6280\u672f\u524d\u6cbf\u7684\u521b\u4e1a\u8005&#xff0c;\u672c\u6587\u90fd\u5c06\u4e3a\u4f60\u63d0\u4f9b\u4ece0\u52301\u6784\u5efa\u667a\u80fd\u4f53\u751f\u6001\u7cfb\u7edf\u7684\u5b8c\u6574\u84dd\u56fe\u3002\u8ba9\u6211\u4eec\u5f00\u59cb\u8fd9\u573a\u667a\u80fd\u7cfb\u7edf\u8bbe\u8ba1\u7684\u8ba4\u77e5\u9769\u547d\u5427&#xff01;<\/p>\n<h3>2. \u6982\u5ff5\u5730\u56fe&#xff1a;Agentic AI\u751f\u6001\u7684\u6838\u5fc3\u8ba4\u77e5\u6846\u67b6<\/h3>\n<h4>2.1 \u6838\u5fc3\u6982\u5ff5\u4f53\u7cfb&#xff1a;\u4ece\u57fa\u7840\u672f\u8bed\u5230\u7cfb\u7edf\u601d\u7ef4<\/h4>\n<p>\u6784\u5efaAgentic AI\u751f\u6001\u524d&#xff0c;\u6211\u4eec\u9700\u8981\u5efa\u7acb\u7cbe\u786e\u7684\u6982\u5ff5\u4f53\u7cfb&#xff0c;\u907f\u514d\u9677\u5165\u672f\u8bed\u6df7\u4e71\u7684&#034;\u5df4\u522b\u5854\u56f0\u5883&#034;\u3002\u4ee5\u4e0b\u662f\u7ecf\u8fc7\u884c\u4e1a\u5b9e\u8df5\u9a8c\u8bc1\u7684\u6838\u5fc3\u672f\u8bed\u6846\u67b6&#xff1a;<\/p>\n<p>Agentic AI&#xff08;\u667a\u80fd\u4f53AI&#xff09;<br \/>\n\u5177\u5907\u76ee\u6807\u5bfc\u5411\u6027\u3001\u73af\u5883\u4ea4\u4e92\u80fd\u529b\u548c\u81ea\u4e3b\u51b3\u7b56\u80fd\u529b\u7684AI\u5b9e\u4f53\u3002\u4e0d\u540c\u4e8e\u4f20\u7edfAI\u7684&#034;\u51fd\u6570\u5f0f\u6267\u884c&#034;&#xff0c;Agent\u80fd\u591f&#xff1a;\u611f\u77e5\u73af\u5883\u72b6\u6001\u2192\u66f4\u65b0\u5185\u90e8\u6a21\u578b\u2192\u89c4\u5212\u884c\u52a8\u5e8f\u5217\u2192\u6267\u884c\u5e76\u8bc4\u4f30\u7ed3\u679c\u2192\u52a8\u6001\u8c03\u6574\u7b56\u7565\u3002\u4f8b\u5982&#xff0c;\u4e00\u4e2a\u79d1\u7814Agent\u4e0d\u4ec5\u80fd\u5206\u6790\u6570\u636e&#xff0c;\u8fd8\u80fd\u81ea\u4e3b\u51b3\u5b9a\u4e0b\u4e00\u6b65\u5b9e\u9a8c\u65b9\u5411&#xff0c;\u751a\u81f3\u7533\u8bf7\u8d44\u6e90\u3001\u534f\u4f5c\u5176\u4ed6\u7814\u7a76\u8005\u3002<\/p>\n<p>\u63d0\u793a\u5de5\u7a0b\u67b6\u6784&#xff08;Prompt Engineering Architecture&#xff09;<br \/>\n\u7cfb\u7edf\u5316\u8bbe\u8ba1\u7684\u63d0\u793a\u7cfb\u7edf&#xff0c;\u5305\u62ec\u63d0\u793a\u6a21\u677f\u3001\u52a8\u6001\u751f\u6210\u89c4\u5219\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u673a\u5236\u548c\u4f18\u5316\u7b56\u7565&#xff0c;\u7528\u4e8e\u63a7\u5236Agent\u884c\u4e3a\u3001\u5b9e\u73b0Agent\u534f\u4f5c\u53ca\u4eba\u673a\u4ea4\u4e92\u3002\u5b83\u662fAgent\u7684&#034;\u64cd\u4f5c\u7cfb\u7edf&#034;&#xff0c;\u51b3\u5b9a\u4e86Agent\u5982\u4f55\u601d\u8003\u3001\u5982\u4f55\u6c9f\u901a\u3001\u5982\u4f55\u5b66\u4e60\u3002<\/p>\n<p>\u667a\u80fd\u751f\u6001\u7cfb\u7edf&#xff08;AI Ecosystem&#xff09;<br \/>\n\u7531\u591a\u4e2a\u5f02\u6784Agent\u3001\u73af\u5883\u63a5\u53e3\u3001\u534f\u4f5c\u534f\u8bae\u548c\u6cbb\u7406\u673a\u5236\u7ec4\u6210\u7684\u6709\u673a\u6574\u4f53&#xff0c;\u80fd\u591f\u5b9e\u73b0\u8d85\u8d8a\u5355\u4e2aAgent\u80fd\u529b\u7684\u590d\u6742\u76ee\u6807\u3002\u50cf\u70ed\u5e26\u96e8\u6797\u4e00\u6837&#xff0c;\u5404Agent\u626e\u6f14\u4e0d\u540c\u751f\u6001\u89d2\u8272&#xff08;\u751f\u4ea7\u8005\u3001\u6d88\u8d39\u8005\u3001\u5206\u89e3\u8005&#xff09;&#xff0c;\u901a\u8fc7\u7269\u8d28&#xff08;\u6570\u636e&#xff09;\u548c\u80fd\u91cf&#xff08;\u4efb\u52a1&#xff09;\u6d41\u52a8\u7ef4\u6301\u7cfb\u7edf\u5e73\u8861\u3002<\/p>\n<p>\u8ba4\u77e5\u67b6\u6784&#xff08;Cognitive Architecture&#xff09;<br \/>\nAgent\u5185\u90e8\u7684&#034;\u601d\u7ef4\u6846\u67b6&#034;&#xff0c;\u5b9a\u4e49\u4e86\u4fe1\u606f\u5904\u7406\u6d41\u7a0b\u3001\u77e5\u8bc6\u8868\u793a\u65b9\u5f0f\u548c\u51b3\u7b56\u673a\u5236\u3002\u5e38\u89c1\u67b6\u6784\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>BDI\u67b6\u6784&#xff08;\u4fe1\u5ff5-\u613f\u671b-\u610f\u56fe&#xff09;&#xff1a;\u6a21\u62df\u4eba\u7c7b\u5b9e\u8df5\u63a8\u7406\u8fc7\u7a0b<\/li>\n<li>SOAR\u67b6\u6784&#xff08;\u72b6\u6001\u3001\u64cd\u4f5c\u3001\u76ee\u6807\u3001\u8bc4\u4f30&#xff09;&#xff1a;\u901a\u7528\u95ee\u9898\u89e3\u51b3\u6846\u67b6<\/li>\n<li>ACT-R\u67b6\u6784&#xff08;\u81ea\u9002\u5e94\u63a7\u5236\u7684\u601d\u7ef4\u7406\u6027&#xff09;&#xff1a;\u57fa\u4e8e\u8ba4\u77e5\u5fc3\u7406\u5b66\u7684\u8bb0\u5fc6\u4e0e\u5b66\u4e60\u6a21\u578b<\/li>\n<\/ul>\n<p>\u591aAgent\u7cfb\u7edf&#xff08;Multi-Agent System, MAS&#xff09;<br \/>\n\u7531\u4e24\u4e2a\u6216\u4ee5\u4e0a\u4ea4\u4e92Agent\u7ec4\u6210\u7684\u7cfb\u7edf&#xff0c;Agent\u901a\u8fc7\u901a\u4fe1\u3001\u534f\u8c03\u3001\u534f\u4f5c\u6216\u7ade\u4e89\u5b9e\u73b0\u5171\u540c\u76ee\u6807\u3002\u4e0d\u540c\u4e8e\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684&#034;\u4efb\u52a1\u5206\u914d&#034;&#xff0c;MAS\u4e2d\u7684Agent\u5177\u6709\u76f8\u5bf9\u72ec\u7acb\u6027\u548c\u81ea\u4e3b\u6027&#xff0c;\u53ef\u80fd\u5b58\u5728\u5229\u76ca\u51b2\u7a81\u548c\u76ee\u6807\u5dee\u5f02\u3002<\/p>\n<h4>2.2 \u7cfb\u7edf\u6784\u6210\u8981\u7d20&#xff1a;\u667a\u80fd\u751f\u6001\u7684&#034;DNA\u53cc\u87ba\u65cb&#034;<\/h4>\n<p>Agentic AI\u751f\u6001\u7cfb\u7edf\u7531\u4e24\u5927\u6838\u5fc3\u7ef4\u5ea6\u6784\u6210&#xff0c;\u5982\u540cDNA\u7684\u53cc\u87ba\u65cb\u7ed3\u6784&#xff0c;\u5f7c\u6b64\u7f20\u7ed5\u3001\u76f8\u4e92\u4f5c\u7528&#xff1a;<\/p>\n<p>\u7ef4\u5ea6\u4e00&#xff1a;\u5b9e\u4f53\u8981\u7d20&#xff08;Ecosystem Entities&#xff09;<br \/>\n\u6784\u6210\u751f\u6001\u7cfb\u7edf\u7684&#034;\u786c\u4ef6&#034;\u7ec4\u4ef6&#xff0c;\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u529f\u80fdAgent&#xff1a;\u6267\u884c\u7279\u5b9a\u4e13\u4e1a\u4efb\u52a1\u7684\u667a\u80fd\u4f53&#xff0c;\u5982\u8d22\u52a1\u5206\u6790Agent\u3001\u56fe\u50cf\u8bc6\u522bAgent\u3001\u5ba2\u6237\u670d\u52a1Agent\u7b49\u3002\u6bcf\u4e2a\u529f\u80fdAgent\u6709\u660e\u786e\u5b9a\u4e49\u7684\u80fd\u529b\u8fb9\u754c&#xff08;Capabilities Boundary&#xff09;\u548c\u77e5\u8bc6\u9886\u57df&#xff08;Knowledge Domain&#xff09;\u3002<\/p>\n<\/li>\n<li>\n<p>\u534f\u8c03Agent&#xff1a;\u8d1f\u8d23\u4efb\u52a1\u5206\u914d\u3001\u51b2\u7a81\u89e3\u51b3\u548c\u8d44\u6e90\u8c03\u5ea6\u7684&#034;\u7ba1\u7406\u8005&#034;&#xff0c;\u5982\u9879\u76ee\u7ba1\u7406Agent\u3001\u4f9b\u5e94\u94fe\u534f\u8c03Agent\u3002\u534f\u8c03Agent\u4e0d\u76f4\u63a5\u5904\u7406\u4e13\u4e1a\u4efb\u52a1&#xff0c;\u800c\u662f\u4f18\u5316\u6574\u4e2a\u7cfb\u7edf\u7684\u6548\u7387\u548c\u76ee\u6807\u4e00\u81f4\u6027\u3002<\/p>\n<\/li>\n<li>\n<p>\u73af\u5883\u63a5\u53e3&#xff1a;\u8fde\u63a5Agent\u4e0e\u5916\u90e8\u4e16\u754c\u7684&#034;\u611f\u77e5\u5668\u5b98&#034;&#xff0c;\u5305\u62ec\u6570\u636e\u63a5\u53e3&#xff08;API\u3001\u6570\u636e\u5e93\u8fde\u63a5\u5668&#xff09;\u3001\u7269\u7406\u63a5\u53e3&#xff08;\u4f20\u611f\u5668\u3001\u6267\u884c\u5668&#xff09;\u3001\u4eba\u673a\u63a5\u53e3&#xff08;\u8bed\u97f3\u3001\u6587\u672c\u3001\u56fe\u5f62\u754c\u9762&#xff09;\u3002<\/p>\n<\/li>\n<li>\n<p>\u77e5\u8bc6\u5e93&#xff1a;\u5b58\u50a8\u5171\u4eab\u77e5\u8bc6\u7684&#034;\u96c6\u4f53\u8bb0\u5fc6&#034;&#xff0c;\u5305\u62ec\u9886\u57df\u672c\u4f53\u3001\u89c4\u5219\u5e93\u3001\u6848\u4f8b\u5e93\u548c\u5e38\u8bc6\u77e5\u8bc6\u3002\u77e5\u8bc6\u5e93\u9700\u652f\u6301\u5206\u5e03\u5f0f\u66f4\u65b0\u548c\u7248\u672c\u63a7\u5236&#xff0c;\u786e\u4fddAgent\u83b7\u53d6\u4e00\u81f4\u3001\u6700\u65b0\u7684\u4fe1\u606f\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u7ef4\u5ea6\u4e8c&#xff1a;\u5173\u7cfb\u8981\u7d20&#xff08;Relationship Elements&#xff09;<br \/>\n\u7ef4\u7cfb\u751f\u6001\u7cfb\u7edf\u8fd0\u884c\u7684&#034;\u8f6f\u4ef6&#034;\u673a\u5236&#xff0c;\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u901a\u4fe1\u534f\u8bae&#xff1a;Agent\u95f4\u4ea4\u6362\u4fe1\u606f\u7684\u89c4\u5219\u96c6&#xff0c;\u5b9a\u4e49\u6d88\u606f\u683c\u5f0f\u3001\u4f20\u8f93\u65b9\u5f0f\u548c\u8bed\u4e49\u7ea6\u5b9a\u3002\u7c7b\u6bd4\u4e92\u8054\u7f51\u7684HTTP\u534f\u8bae&#xff0c;\u4f46\u589e\u52a0\u4e86AI\u7279\u6709\u7684\u8bed\u4e49\u7406\u89e3\u548c\u610f\u56fe\u8bc6\u522b\u80fd\u529b\u3002<\/p>\n<\/li>\n<li>\n<p>\u534f\u4f5c\u673a\u5236&#xff1a;Agent\u8054\u5408\u5b8c\u6210\u4efb\u52a1\u7684\u7b56\u7565&#xff0c;\u5982\u5206\u5de5&#xff08;Division of Labor&#xff09;\u3001\u534f\u5546&#xff08;Negotiation&#xff09;\u3001\u8054\u76df&#xff08;Coalition Formation&#xff09;\u3002\u4f8b\u5982&#xff0c;\u533b\u7597\u8bca\u65ad\u751f\u6001\u4e2d&#xff0c;\u5f71\u50cf\u8bc6\u522bAgent\u4e0e\u75c5\u7406\u5206\u6790Agent\u901a\u8fc7&#034;\u7ed3\u679c\u4e92\u8bc1&#034;\u673a\u5236\u534f\u4f5c&#xff0c;\u63d0\u9ad8\u8bca\u65ad\u51c6\u786e\u6027\u3002<\/p>\n<\/li>\n<li>\n<p>\u6cbb\u7406\u89c4\u5219&#xff1a;\u89c4\u8303Agent\u884c\u4e3a\u7684&#034;\u6cd5\u5f8b\u6cd5\u89c4&#034;&#xff0c;\u5305\u62ec\u6743\u9650\u63a7\u5236\u3001\u8d23\u4efb\u5212\u5206\u3001\u4f26\u7406\u51c6\u5219\u548c\u51b2\u7a81\u89e3\u51b3\u6d41\u7a0b\u3002\u67d0\u91d1\u878d\u673a\u6784\u7684Agent\u751f\u6001\u4e2d&#xff0c;\u6cbb\u7406\u89c4\u5219\u7981\u6b62\u4ea4\u6613Agent\u5728\u672a\u83b7\u5408\u89c4Agent\u6279\u51c6\u524d\u6267\u884c\u8d85\u8fc7100\u4e07\u7f8e\u5143\u7684\u4ea4\u6613\u3002<\/p>\n<\/li>\n<li>\n<p>\u8fdb\u5316\u673a\u5236&#xff1a;\u7cfb\u7edf\u9002\u5e94\u73af\u5883\u53d8\u5316\u7684&#034;\u5b66\u4e60\u4e0e\u8fdb\u5316&#034;\u80fd\u529b&#xff0c;\u5305\u62ecAgent\u80fd\u529b\u66f4\u65b0\u3001\u534f\u4f5c\u6a21\u5f0f\u4f18\u5316\u548c\u751f\u6001\u7ed3\u6784\u8c03\u6574\u3002\u901a\u8fc7&#034;\u751f\u6001\u9009\u62e9\u538b\u529b&#034;&#xff08;\u5982\u4efb\u52a1\u6210\u529f\u7387\u3001\u8d44\u6e90\u6548\u7387&#xff09;&#xff0c;\u4f18\u80dc\u52a3\u6c70&#xff0c;\u5b9e\u73b0\u7cfb\u7edf\u6574\u4f53\u8fdb\u5316\u3002<\/p>\n<\/li>\n<\/ul>\n<h4>2.3 Agentic AI\u4e0e\u76f8\u5173\u6982\u5ff5\u7684\u8fb9\u754c\u5398\u6e05<\/h4>\n<p>Agentic AI\u4e0d\u662f\u5b64\u7acb\u7684\u6280\u672f\u6982\u5ff5&#xff0c;\u5b83\u4e0e\u591a\u4e2aAI\u524d\u6cbf\u9886\u57df\u65e2\u6709\u91cd\u53e0\u53c8\u6709\u533a\u522b\u3002\u51c6\u786e\u7406\u89e3\u8fd9\u4e9b\u8fb9\u754c&#xff0c;\u907f\u514d\u9677\u5165&#034;\u5927\u7edf\u4e00\u7406\u8bba&#034;\u7684\u8ba4\u77e5\u8bef\u533a&#xff1a;<\/p>\n<p>Agentic AI vs. \u4f20\u7edfAI<br \/>\n\u4f20\u7edfAI\u662f&#034;\u4e13\u7cbe\u7684\u4e13\u5bb6&#034;&#xff0c;Agentic AI\u662f&#034;\u81ea\u4e3b\u7684\u5408\u4f5c\u8005&#034;\u3002AlphaGo\u662f\u4f20\u7edfAI\u7684\u5dc5\u5cf0\u2014\u2014\u5728\u56f4\u68cb\u9886\u57df\u8d85\u8d8a\u4eba\u7c7b&#xff0c;\u4f46\u65e0\u6cd5\u81ea\u4e3b\u51b3\u5b9a\u53c2\u52a0\u54ea\u573a\u6bd4\u8d5b\u3001\u5206\u6790\u5bf9\u624b\u5f31\u70b9\u6216\u6539\u8fdb\u81ea\u8eab\u7b97\u6cd5&#xff1b;\u800c\u4e00\u4e2a\u79d1\u7814Agentic\u7cfb\u7edf\u80fd\u81ea\u4e3b\u9009\u62e9\u7814\u7a76\u65b9\u5411\u3001\u7533\u8bf7\u7ecf\u8d39\u3001\u4e0e\u5176\u4ed6\u79d1\u5b66\u5bb6\u534f\u4f5c\u3001\u64b0\u5199\u8bba\u6587\u5e76\u6839\u636e\u8bc4\u5ba1\u610f\u89c1\u4fee\u6539\u3002<\/p>\n<p>Agentic AI vs. \u81ea\u52a8\u9a7e\u9a76<br \/>\n\u81ea\u52a8\u9a7e\u9a76\u662fAgentic AI\u7684&#034;\u5b50\u96c6\u5e94\u7528&#034;\u3002\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u7b26\u5408Agent\u5b9a\u4e49&#xff08;\u611f\u77e5\u73af\u5883\u3001\u51b3\u7b56\u3001\u6267\u884c&#xff09;&#xff0c;\u4f46\u5b83\u662f\u5355\u4e00\u9886\u57df\u7684\u4e13\u7528Agent&#xff1b;\u800cAgentic AI\u751f\u6001\u662f\u66f4\u901a\u7528\u7684\u6982\u5ff5&#xff0c;\u53ef\u5305\u542b\u591a\u4e2a\u81ea\u52a8\u9a7e\u9a76Agent\u534f\u4f5c&#xff08;\u5982\u8f66\u961f\u534f\u540c&#xff09;&#xff0c;\u5e76\u53ef\u80fd\u4e0e\u4ea4\u901a\u7ba1\u7406Agent\u3001\u5929\u6c14Agent\u7b49\u5916\u90e8\u7cfb\u7edf\u4ea4\u4e92\u3002<\/p>\n<p>Agentic AI vs. \u673a\u5668\u4eba\u6d41\u7a0b\u81ea\u52a8\u5316&#xff08;RPA&#xff09;<br \/>\nRPA\u662f&#034;\u6570\u5b57\u5316\u5458\u5de5&#034;&#xff0c;Agentic AI\u662f&#034;\u667a\u80fd\u540c\u4e8b&#034;\u3002RPA\u6309\u56fa\u5b9a\u89c4\u5219\u6267\u884c\u91cd\u590d\u6027\u4efb\u52a1&#xff08;\u5982\u6570\u636e\u5f55\u5165\u3001\u62a5\u8868\u751f\u6210&#xff09;&#xff0c;\u7f3a\u4e4f\u7075\u6d3b\u6027\u548c\u73af\u5883\u9002\u5e94\u6027&#xff1b;Agentic AI\u80fd\u5904\u7406\u6a21\u7cca\u76ee\u6807\u3001\u5e94\u5bf9\u610f\u5916\u60c5\u51b5\u3001\u751a\u81f3\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae\u3002\u4f8b\u5982&#xff0c;RPA\u8d22\u52a1\u7cfb\u7edf\u53ea\u80fd\u6309\u9884\u8bbe\u89c4\u5219\u5904\u7406\u53d1\u7968&#xff0c;\u800c\u8d22\u52a1Agent\u80fd\u8bc6\u522b\u5f02\u5e38\u53d1\u7968\u3001\u8054\u7cfb\u4f9b\u5e94\u5546\u6838\u5b9e\u3001\u5e76\u66f4\u65b0\u62a5\u9500\u89c4\u5219\u3002<\/p>\n<p>Agentic AI vs. \u5927\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;<br \/>\nLLM\u662fAgentic AI\u7684&#034;\u8ba4\u77e5\u5f15\u64ce&#034;&#xff0c;\u800c\u975e\u5168\u90e8\u3002LLM\u63d0\u4f9b\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u3001\u77e5\u8bc6\u68c0\u7d22\u548c\u63a8\u7406\u80fd\u529b&#xff0c;\u4f46Agentic AI\u8fd8\u9700\u8981&#xff1a;\u76ee\u6807\u7ba1\u7406\u7cfb\u7edf\u3001\u73af\u5883\u4ea4\u4e92\u6a21\u5757\u3001\u957f\u671f\u8bb0\u5fc6\u673a\u5236\u548c\u591aAgent\u534f\u4f5c\u534f\u8bae\u3002\u5c06LLM\u7b49\u540c\u4e8eAgentic AI&#xff0c;\u5c31\u50cf\u5c06\u53d1\u52a8\u673a\u7b49\u540c\u4e8e\u6c7d\u8f66\u2014\u2014\u91cd\u8981\u7ec4\u4ef6&#xff0c;\u4f46\u4e0d\u662f\u5168\u90e8\u3002<\/p>\n<p>Agentic AI vs. \u6570\u5b57\u5b6a\u751f&#xff08;Digital Twin&#xff09;<br \/>\n\u6570\u5b57\u5b6a\u751f\u662f&#034;\u7269\u7406\u4e16\u754c\u7684\u955c\u50cf&#034;&#xff0c;Agentic AI\u662f&#034;\u667a\u80fd\u51b3\u7b56\u7684\u6838\u5fc3&#034;\u3002\u6570\u5b57\u5b6a\u751f\u901a\u8fc7\u5efa\u6a21\u7269\u7406\u7cfb\u7edf&#xff08;\u5982\u5de5\u5382\u3001\u57ce\u5e02&#xff09;\u63d0\u4f9b\u8fd0\u884c\u72b6\u6001\u6570\u636e&#xff1b;Agentic AI\u5219\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u8fdb\u884c\u51b3\u7b56\u3001\u9884\u6d4b\u548c\u4f18\u5316\u3002\u4e8c\u8005\u7ed3\u5408\u5f62\u6210&#034;\u611f\u77e5-\u51b3\u7b56-\u6267\u884c&#034;\u95ed\u73af&#xff0c;\u5982\u4e00\u4e2a\u57ce\u5e02\u6570\u5b57\u5b6a\u751f\u7cfb\u7edf\u4e0e\u4ea4\u901aAgent\u3001\u80fd\u6e90Agent\u534f\u4f5c&#xff0c;\u5b9e\u73b0\u667a\u80fd\u57ce\u5e02\u7ba1\u7406\u3002<\/p>\n<h4>2.4 \u6838\u5fc3\u4ef7\u503c\u4e3b\u5f20&#xff1a;Agentic AI\u751f\u6001\u7684\u72ec\u7279\u4f18\u52bf<\/h4>\n<p>\u4e3a\u4ec0\u4e48\u6211\u4eec\u9700\u8981\u6784\u5efaAgentic AI\u751f\u6001&#xff0c;\u800c\u975e\u7ee7\u7eed\u4f18\u5316\u4f20\u7edfAI\u7cfb\u7edf&#xff1f;\u5176\u6838\u5fc3\u4ef7\u503c\u4f53\u73b0\u5728\u56db\u4e2a\u7ef4\u5ea6\u7684\u7a81\u7834&#xff1a;<\/p>\n<p>\u7ef4\u5ea6\u4e00&#xff1a;\u590d\u6742\u95ee\u9898\u89e3\u51b3\u80fd\u529b\u7684\u8d28\u53d8<br \/>\n\u4f20\u7edfAI\u64c5\u957f\u89e3\u51b3\u5b9a\u4e49\u6e05\u6670\u3001\u8fb9\u754c\u660e\u786e\u7684\u95ee\u9898&#xff0c;\u800c\u73b0\u5b9e\u4e16\u754c\u7684\u6311\u6218\u5f80\u5f80\u662f\u5f00\u653e\u3001\u52a8\u6001\u548c\u591a\u7ef4\u5ea6\u7684\u3002\u4ee5\u6c14\u5019\u53d8\u5316\u5e94\u5bf9\u4e3a\u4f8b&#xff0c;\u9700\u8981\u6574\u5408\u6c14\u8c61\u6570\u636e\u3001\u80fd\u6e90\u6d88\u8017\u3001\u7ecf\u6d4e\u5f71\u54cd\u3001\u653f\u7b56\u5236\u5b9a\u7b49\u591a\u9886\u57df\u77e5\u8bc6&#xff0c;\u5355\u4e00AI\u7cfb\u7edf\u65e0\u80fd\u4e3a\u529b\u3002\u800cAgentic\u751f\u6001\u53ef\u4ee5\u534f\u8c03\u6c14\u5019\u6a21\u578bAgent\u3001\u80fd\u6e90\u7cfb\u7edfAgent\u3001\u7ecf\u6d4e\u5206\u6790Agent\u548c\u653f\u7b56\u89c4\u5212Agent&#xff0c;\u5171\u540c\u5236\u5b9a\u7efc\u5408\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u7ef4\u5ea6\u4e8c&#xff1a;\u7cfb\u7edf\u9c81\u68d2\u6027\u4e0e\u6297\u98ce\u9669\u80fd\u529b<br \/>\nAgentic\u751f\u6001\u901a\u8fc7&#034;\u53bb\u4e2d\u5fc3\u5316&#034;\u548c&#034;\u5197\u4f59\u8bbe\u8ba1&#034;\u63d0\u9ad8\u7cfb\u7edf\u97e7\u6027\u30022024\u5e74\u67d0\u5927\u578b\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u906d\u9047 regional outage&#xff0c;\u91c7\u7528Agentic\u67b6\u6784\u7684\u5ba2\u6237\u7cfb\u7edf\u81ea\u52a8\u5c06\u4efb\u52a1\u8fc1\u79fb\u5230\u5176\u4ed6\u533a\u57dfAgent&#xff0c;\u670d\u52a1\u4e2d\u65ad\u65f6\u95f4\u4ece\u5e73\u57474\u5c0f\u65f6\u51cf\u5c11\u52308\u5206\u949f\u3002\u8fd9\u79cd&#034;\u8681\u7fa4\u667a\u6167&#034;\u2014\u2014\u5355\u4e2aAgent\u5931\u6548\u4e0d\u5f71\u54cd\u6574\u4f53\u7cfb\u7edf&#xff0c;\u6b63\u662f\u751f\u6001\u5316\u8bbe\u8ba1\u7684\u4f18\u52bf\u3002<\/p>\n<p>\u7ef4\u5ea6\u4e09&#xff1a;\u4eba\u673a\u534f\u4f5c\u6548\u7387\u7684\u6307\u6570\u7ea7\u63d0\u5347<br \/>\n\u4f20\u7edf\u4eba\u673a\u4ea4\u4e92\u4e2d&#xff0c;\u4eba\u7c7b\u9700\u627f\u62c5&#034;\u7cfb\u7edf\u5206\u6790\u5e08&#034;\u89d2\u8272\u2014\u2014\u62c6\u89e3\u95ee\u9898\u3001\u7f16\u5199\u6307\u4ee4\u3001\u76d1\u7763\u6267\u884c\u3002Agentic\u751f\u6001\u5c06\u4eba\u7c7b\u89e3\u653e\u51fa\u6765&#xff0c;\u4e13\u6ce8\u4e8e\u9ad8\u5c42\u76ee\u6807\u8bbe\u5b9a\u548c\u4ef7\u503c\u5224\u65ad\u3002\u67d0\u533b\u7597\u4e2d\u5fc3\u5f15\u5165\u8bca\u65adAgent\u751f\u6001\u540e&#xff0c;\u533b\u751f\u4ece\u7e41\u7410\u7684\u6570\u636e\u6574\u7406\u548c\u521d\u7b5b\u5de5\u4f5c\u4e2d\u89e3\u653e&#xff0c;\u63a5\u8bca\u6548\u7387\u63d0\u5347300%&#xff0c;\u8bef\u8bca\u7387\u4e0b\u964d42%\u3002<\/p>\n<p>\u7ef4\u5ea6\u56db&#xff1a;\u6301\u7eed\u8fdb\u5316\u4e0e\u81ea\u4f18\u5316\u80fd\u529b<br \/>\nAgentic\u751f\u6001\u50cf\u6709\u673a\u4f53\u4e00\u6837\u80fd\u591f\u5b66\u4e60\u548c\u8fdb\u5316\u3002\u901a\u8fc7\u73af\u5883\u53cd\u9988\u548c\u534f\u4f5c\u7ecf\u9a8c&#xff0c;\u7cfb\u7edf\u4e0d\u65ad\u4f18\u5316Agent\u80fd\u529b\u548c\u534f\u4f5c\u6a21\u5f0f\u3002\u67d0\u7535\u5546\u5e73\u53f0\u7684\u63a8\u8350Agent\u751f\u6001\u5728\u8fd0\u884c6\u4e2a\u6708\u540e&#xff0c;\u81ea\u52a8\u6d8c\u73b0\u51fa&#034;\u5c0f\u4f17\u5546\u54c1\u53d1\u73b0Agent&#034;\u2014\u2014\u7531\u591a\u4e2a\u57fa\u7840Agent\u7684\u4ea4\u4e92\u884c\u4e3a\u81ea\u53d1\u5f62\u6210&#xff0c;\u663e\u8457\u63d0\u5347\u4e86\u957f\u5c3e\u5546\u54c1\u7684\u9500\u552e\u8f6c\u5316\u7387\u3002<\/p>\n<p>\u7406\u89e3\u8fd9\u4e9b\u6838\u5fc3\u6982\u5ff5\u540e&#xff0c;\u6211\u4eec\u5c06\u8fdb\u5165Agentic AI\u751f\u6001\u8bbe\u8ba1\u7684\u5b9e\u8df5\u73af\u8282\u3002\u4e0b\u4e00\u7ae0&#xff0c;\u6211\u4eec\u5c06\u6df1\u5165\u63a2\u8ba8\u667a\u80fd\u7cfb\u7edf\u8bbe\u8ba1\u7684\u57fa\u7840\u539f\u7406&#xff0c;\u4e3a\u5168\u6d41\u7a0b\u5b9e\u6218\u5960\u5b9a\u7406\u8bba\u57fa\u7840\u3002<\/p>\n<h3>3. \u57fa\u7840\u7406\u89e3&#xff1a;Agentic\u667a\u80fd\u7cfb\u7edf\u7684\u5e95\u5c42\u8fd0\u884c\u539f\u7406<\/h3>\n<h4>3.1 Agent\u7684\u672c\u8d28&#xff1a;\u76ee\u6807\u5bfc\u5411\u7684\u73af\u5883\u4ea4\u4e92\u5b9e\u4f53<\/h4>\n<p>\u8981\u771f\u6b63\u7406\u89e3Agent&#xff0c;\u6211\u4eec\u9700\u8981\u8d85\u8d8a&#034;AI\u7a0b\u5e8f&#034;\u7684\u8868\u5c42\u8ba4\u77e5&#xff0c;\u6df1\u5165\u5176\u672c\u8d28\u7279\u5f81\u3002\u4e00\u4e2a\u771f\u6b63\u7684Agent\u5fc5\u987b\u540c\u65f6\u5177\u5907\u4ee5\u4e0b\u4e94\u4e2a\u6838\u5fc3\u5c5e\u6027&#xff0c;\u7f3a\u4e00\u4e0d\u53ef&#xff1a;<\/p>\n<p>\u5c5e\u6027\u4e00&#xff1a;\u81ea\u4e3b\u6027&#xff08;Autonomy&#xff09;<br \/>\nAgent\u80fd\u591f\u5728\u65e0\u4eba\u5e72\u9884\u7684\u60c5\u51b5\u4e0b&#xff0c;\u6839\u636e\u81ea\u8eab\u77e5\u8bc6\u5e93\u548c\u611f\u77e5\u4fe1\u606f\u72ec\u7acb\u505a\u51fa\u51b3\u7b56\u5e76\u6267\u884c\u884c\u52a8\u3002\u8fd9\u4e0d\u540c\u4e8e\u81ea\u52a8\u5316\u811a\u672c\u7684&#034;\u4f2a\u81ea\u4e3b&#034;\u2014\u2014\u811a\u672c\u53ea\u80fd\u6267\u884c\u9884\u8bbe\u89c4\u5219&#xff0c;\u800cAgent\u80fd\u57fa\u4e8e\u52a8\u6001\u4fe1\u606f\u8c03\u6574\u7b56\u7565\u3002\u4f8b\u5982&#xff0c;\u4e00\u4e2a\u81ea\u4e3b\u6295\u8d44Agent\u4e0d\u4ec5\u80fd\u6309\u89c4\u5219\u4e70\u5356\u80a1\u7968&#xff0c;\u8fd8\u80fd\u5728\u5e02\u573a\u7a81\u53d8\u65f6\u6682\u505c\u4ea4\u6613\u3001\u91cd\u65b0\u8bc4\u4f30\u98ce\u9669\u6a21\u578b&#xff0c;\u751a\u81f3\u4fee\u6539\u81ea\u8eab\u51b3\u7b56\u89c4\u5219\u3002<\/p>\n<p>\u81ea\u4e3b\u6027\u6d4b\u8bd5&#xff1a;\u201c\u5931\u8054\u751f\u5b58\u6d4b\u8bd5\u201d<br \/>\n\u5982\u679c\u4eba\u7c7b\u64cd\u4f5c\u8005\u7a81\u7136\u65e0\u6cd5\u4e0eAgent\u901a\u4fe1&#xff0c;Agent\u80fd\u5426\u7ee7\u7eed\u5b8c\u6210\u6838\u5fc3\u76ee\u6807&#xff1f;\u4f20\u7edf\u804a\u5929\u673a\u5668\u4eba\u4f1a\u7acb\u5373\u505c\u6b62\u54cd\u5e94&#xff0c;\u800c\u5177\u5907\u81ea\u4e3b\u6027\u7684\u5ba2\u670dAgent\u80fd\u7ee7\u7eed\u5904\u7406\u5ba2\u6237\u8bf7\u6c42&#xff0c;\u5fc5\u8981\u65f6\u5347\u7ea7\u7ed9\u4eba\u7c7b\u540c\u4e8b&#xff0c;\u751a\u81f3\u8bb0\u5f55\u95ee\u9898\u6a21\u5f0f&#xff0c;\u4f18\u5316\u81ea\u8eab\u5e94\u5bf9\u7b56\u7565\u3002<\/p>\n<p>\u5c5e\u6027\u4e8c&#xff1a;\u793e\u4f1a\u6027&#xff08;Social Ability&#xff09;<br \/>\nAgent\u80fd\u591f\u4e0e\u5176\u4ed6Agent\u53ca\u4eba\u7c7b\u8fdb\u884c\u6709\u610f\u4e49\u7684\u4ea4\u4e92\u3002\u8fd9\u79cd\u4ea4\u4e92\u4e0d\u662f\u7b80\u5355\u7684\u6570\u636e\u4ea4\u6362&#xff0c;\u800c\u662f\u57fa\u4e8e\u5171\u540c\u8bed\u8a00\u548c\u534f\u8bae\u7684&#034;\u6c9f\u901a&#034;\u3002\u5c31\u50cf\u4eba\u7c7b\u901a\u8fc7\u8bed\u8a00\u8868\u8fbe\u610f\u56fe\u3001\u534f\u5546\u5408\u4f5c&#xff0c;Agent\u901a\u8fc7\u7ed3\u6784\u5316\u6d88\u606f\u4f20\u9012\u76ee\u6807\u3001\u5171\u4eab\u4fe1\u606f\u3001\u534f\u8c03\u884c\u52a8\u3002\u4e00\u4e2a\u7269\u6d41Agent\u9700\u8981\u4e0e\u4ed3\u5e93Agent\u534f\u5546\u5b58\u8d27\u7a7a\u95f4&#xff0c;\u4e0e\u8fd0\u8f93Agent\u89c4\u5212\u8def\u7ebf&#xff0c;\u4e0e\u6d77\u5173Agent\u5904\u7406\u6e05\u5173\u6587\u4ef6\u2014\u2014\u8fd9\u4e9b\u90fd\u9700\u8981\u590d\u6742\u7684\u793e\u4ea4\u80fd\u529b\u3002<\/p>\n<p>\u793e\u4f1a\u6027\u5b9e\u73b0&#xff1a;FIPA\u901a\u4fe1\u884c\u4e3a\u5e93<br \/>\n\u667a\u80fd\u7269\u7406Agent\u57fa\u91d1\u4f1a&#xff08;FIPA&#xff09;\u5b9a\u4e49\u4e86\u6807\u51c6Agent\u901a\u4fe1\u884c\u4e3a&#xff0c;\u5305\u62ec&#xff1a;\u8bf7\u6c42&#xff08;Request&#xff09;\u3001\u62d2\u7edd&#xff08;Refuse&#xff09;\u3001\u540c\u610f&#xff08;Agree&#xff09;\u3001\u901a\u77e5&#xff08;Inform&#xff09;\u3001\u67e5\u8be2&#xff08;Query&#xff09;\u7b49\u3002\u8fd9\u4e9b\u6807\u51c6\u5316&#034;\u8a00\u8bed\u884c\u4e3a&#034;\u4f7f\u4e0d\u540c\u5f00\u53d1\u8005\u3001\u4e0d\u540c\u5e73\u53f0\u7684Agent\u80fd\u591f\u76f8\u4e92\u7406\u89e3\u3002<\/p>\n<p>\u5c5e\u6027\u4e09&#xff1a;\u53cd\u5e94\u6027&#xff08;Reactivity&#xff09;<br \/>\nAgent\u80fd\u591f\u611f\u77e5\u73af\u5883\u53d8\u5316\u5e76\u53ca\u65f6\u505a\u51fa\u54cd\u5e94\u3002\u73af\u5883\u5305\u62ec\u7269\u7406\u4e16\u754c&#xff08;\u901a\u8fc7\u4f20\u611f\u5668&#xff09;\u3001\u6570\u5b57\u7a7a\u95f4&#xff08;\u901a\u8fc7API&#xff09;\u548c\u4eba\u7c7b\u4ea4\u4e92&#xff08;\u901a\u8fc7\u754c\u9762&#xff09;\u3002\u4e00\u4e2a\u667a\u80fd\u5bb6\u5c45Agent\u9700\u8981\u5728\u68c0\u6d4b\u5230\u7528\u6237\u56de\u5bb6\u65f6&#xff0c;\u6839\u636e\u65f6\u95f4\u3001\u5929\u6c14\u548c\u7528\u6237\u4e60\u60ef\u81ea\u52a8\u8c03\u6574\u706f\u5149\u3001\u6e29\u5ea6\u548c\u97f3\u4e50&#xff1b;\u5f53\u68c0\u6d4b\u5230\u5f02\u5e38\u5165\u4fb5\u65f6&#xff0c;\u7acb\u5373\u89e6\u53d1\u8b66\u62a5\u5e76\u8054\u7cfb\u5b89\u4fdd\u670d\u52a1\u3002<\/p>\n<p>\u53cd\u5e94\u6027\u8bbe\u8ba1\u6a21\u5f0f&#xff1a;\u4e8b\u4ef6-\u6761\u4ef6-\u52a8\u4f5c&#xff08;ECA&#xff09;\u89c4\u5219<br \/>\nAgent\u7684\u53cd\u5e94\u673a\u5236\u901a\u5e38\u57fa\u4e8eECA\u89c4\u5219&#xff1a;\u5f53\u7279\u5b9a\u4e8b\u4ef6\u53d1\u751f&#xff08;\u5982\u6e29\u5ea6\u8d85\u8fc7\u9608\u503c&#xff09;&#xff0c;\u4e14\u6ee1\u8db3\u6761\u4ef6&#xff08;\u5982\u7528\u6237\u5728\u5bb6&#xff09;&#xff0c;\u5219\u6267\u884c\u52a8\u4f5c&#xff08;\u5982\u5f00\u542f\u7a7a\u8c03&#xff09;\u3002\u9ad8\u7ea7Agent\u4f1a\u7ed3\u5408\u6982\u7387\u6a21\u578b&#xff0c;\u5904\u7406\u6a21\u7cca\u4e8b\u4ef6\u548c\u4e0d\u786e\u5b9a\u6761\u4ef6\u3002<\/p>\n<p>\u5c5e\u6027\u56db&#xff1a;\u80fd\u52a8\u6027&#xff08;Proactiveness&#xff09;<br \/>\nAgent\u4e0d\u4ec5\u80fd\u88ab\u52a8\u54cd\u5e94\u73af\u5883&#xff0c;\u8fd8\u80fd\u4e3b\u52a8\u91c7\u53d6\u884c\u52a8\u5b9e\u73b0\u76ee\u6807\u3002\u5b83\u4f1a\u9884\u6d4b\u672a\u6765\u72b6\u6001&#xff0c;\u8bc6\u522b\u673a\u4f1a\u548c\u98ce\u9669&#xff0c;\u5e76\u63d0\u524d\u89c4\u5212\u3002\u4f8b\u5982&#xff0c;\u4e00\u4e2a\u9500\u552e\u9884\u6d4bAgent\u4e0d\u4f1a\u7b49\u5230\u5b63\u5ea6\u7ed3\u675f\u624d\u62a5\u544a\u4e1a\u7ee9&#xff0c;\u800c\u662f\u6301\u7eed\u76d1\u63a7\u9500\u552e\u8d8b\u52bf&#xff0c;\u5f53\u53d1\u73b0\u67d0\u4ea7\u54c1\u9500\u552e\u4f4e\u4e8e\u9884\u671f\u65f6&#xff0c;\u4e3b\u52a8\u5206\u6790\u539f\u56e0\u5e76\u5411\u8425\u9500Agent\u63d0\u51fa\u4fc3\u9500\u5efa\u8bae\u3002<\/p>\n<p>\u80fd\u52a8\u6027\u8bc4\u4f30\u6307\u6807&#xff1a;\u673a\u4f1a\u53d1\u73b0\u7387<br \/>\n\u8861\u91cfAgent\u4e3b\u52a8\u8bc6\u522b\u5e76\u5229\u7528\u6709\u5229\u673a\u4f1a\u7684\u80fd\u529b\u3002\u67d0\u4f9b\u5e94\u94feAgent\u7cfb\u7edf\u7684\u673a\u4f1a\u53d1\u73b0\u7387\u8fbe\u523082%\u2014\u2014\u80fd\u591f\u5728\u539f\u6750\u6599\u4ef7\u683c\u6ce2\u52a8\u524d\u8c03\u6574\u91c7\u8d2d\u7b56\u7565&#xff0c;\u5728\u8fd0\u8f93\u74f6\u9888\u5f62\u6210\u524d\u91cd\u65b0\u89c4\u5212\u8def\u7ebf&#xff0c;\u4e3a\u4f01\u4e1a\u8282\u7701\u5e74\u574715%\u7684\u8fd0\u8425\u6210\u672c\u3002<\/p>\n<p>\u5c5e\u6027\u4e94&#xff1a;\u76ee\u6807\u5bfc\u5411\u6027&#xff08;Goal-Directedness&#xff09;<br \/>\nAgent\u7684\u6240\u6709\u884c\u4e3a\u90fd\u670d\u52a1\u4e8e\u660e\u786e\u6216\u9690\u542b\u7684\u76ee\u6807\u3002\u76ee\u6807\u53ef\u80fd\u7531\u4eba\u7c7b\u8bbe\u5b9a&#xff08;\u5982&#034;\u6700\u5927\u5316\u5b63\u5ea6\u5229\u6da6&#034;&#xff09;&#xff0c;\u4e5f\u53ef\u80fd\u7531\u7cfb\u7edf\u6d8c\u73b0&#xff08;\u5982&#034;\u4f18\u5316\u8d44\u6e90\u5229\u7528\u7387&#034;&#xff09;\u3002\u5173\u952e\u662fAgent\u80fd\u591f\u5c06\u9ad8\u5c42\u76ee\u6807\u5206\u89e3\u4e3a\u53ef\u6267\u884c\u7684\u5b50\u4efb\u52a1&#xff0c;\u5e76\u534f\u8c03\u8d44\u6e90\u5b9e\u73b0\u3002\u4e00\u4e2a\u57ce\u5e02\u4ea4\u901aAgent\u7684\u76ee\u6807\u662f&#034;\u51cf\u5c11\u901a\u52e4\u65f6\u95f4&#034;&#xff0c;\u5b83\u4f1a\u5206\u89e3\u4e3a&#xff1a;\u4f18\u5316\u4fe1\u53f7\u706f\u65f6\u5e8f\u3001\u8c03\u6574\u516c\u4ea4\u7ebf\u8def\u3001\u5f15\u5bfc\u8f66\u8f86\u5206\u6d41\u7b49\u5b50\u76ee\u6807&#xff0c;\u5e76\u534f\u8c03\u5404\u4e13\u4e1aAgent\u5b8c\u6210\u3002<\/p>\n<p>\u76ee\u6807\u5c42\u7ea7\u7ed3\u6784&#xff1a;\u4ece\u613f\u666f\u5230\u884c\u52a8<br \/>\nAgent\u901a\u5e38\u7ef4\u62a4\u591a\u5c42\u7ea7\u76ee\u6807\u7ed3\u6784&#xff1a;<\/p>\n<ul>\n<li>\u613f\u666f\u76ee\u6807&#xff08;Vision&#xff09;&#xff1a;\u957f\u671f\u6218\u7565\u65b9\u5411&#xff08;\u5982&#034;\u6210\u4e3a\u5ba2\u6237\u6700\u4fe1\u8d56\u7684\u91d1\u878d\u4f19\u4f34&#034;&#xff09;<\/li>\n<li>\u4f7f\u547d\u76ee\u6807&#xff08;Mission&#xff09;&#xff1a;\u4e2d\u671f\u53ef\u8861\u91cf\u76ee\u6807&#xff08;\u5982&#034;\u5ba2\u6237\u6ee1\u610f\u5ea6\u8fbe\u523095%&#034;&#xff09;<\/li>\n<li>\u4efb\u52a1\u76ee\u6807&#xff08;Task&#xff09;&#xff1a;\u77ed\u671f\u5177\u4f53\u884c\u52a8&#xff08;\u5982&#034;\u89e3\u51b3\u5f53\u524d\u5ba2\u6237\u7684\u8d26\u6237\u95ee\u9898&#034;&#xff09;<\/li>\n<\/ul>\n<p>\u8fd9\u4e94\u4e2a\u5c5e\u6027\u5171\u540c\u6784\u6210\u4e86Agent\u7684&#034;\u8eab\u4efd\u540d\u7247&#034;\u3002\u5224\u65ad\u4e00\u4e2aAI\u7cfb\u7edf\u662f\u5426\u4e3aAgent&#xff0c;\u4e0d\u662f\u770b\u5b83\u662f\u5426\u53eb&#034;Agent&#034;&#xff0c;\u800c\u662f\u770b\u5b83\u662f\u5426\u540c\u65f6\u5177\u5907\u8fd9\u4e94\u79cd\u80fd\u529b\u3002<\/p>\n<h4>3.2 \u63d0\u793a\u5de5\u7a0b\u7684\u6838\u5fc3\u4ef7\u503c&#xff1a;Agent\u7684&#034;\u64cd\u4f5c\u7cfb\u7edf&#034;<\/h4>\n<p>\u5982\u679c\u8bf4Agent\u7684\u8ba4\u77e5\u80fd\u529b\u6765\u81ea\u5176\u7b97\u6cd5\u548c\u6570\u636e&#xff08;\u201c\u786c\u4ef6\u201d&#xff09;&#xff0c;\u90a3\u4e48\u63d0\u793a\u5de5\u7a0b\u5c31\u662f\u5176&#034;\u64cd\u4f5c\u7cfb\u7edf&#034;\u2014\u2014\u51b3\u5b9a\u5982\u4f55\u7ec4\u7ec7\u8fd9\u4e9b\u786c\u4ef6\u8d44\u6e90&#xff0c;\u5b9e\u73b0\u7279\u5b9a\u529f\u80fd\u3002\u5728Agentic\u751f\u6001\u4e2d&#xff0c;\u63d0\u793a\u5de5\u7a0b\u7684\u4ef7\u503c\u5df2\u4ece\u5355\u7eaf\u7684&#034;\u8f93\u5165\u4f18\u5316&#034;\u5347\u7ef4\u4e3a\u4e94\u5927\u6838\u5fc3\u529f\u80fd&#xff1a;<\/p>\n<p>\u529f\u80fd\u4e00&#xff1a;\u884c\u4e3a\u5851\u9020&#xff08;Behavior Shaping&#xff09;<br \/>\n\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u63d0\u793a\u6846\u67b6&#xff0c;\u5f15\u5bfcAgent\u5f62\u6210\u671f\u671b\u7684\u884c\u4e3a\u6a21\u5f0f\u548c\u51b3\u7b56\u504f\u597d\u3002\u8fd9\u4e0d\u4ec5\u5305\u62ec&#034;\u505a\u4ec0\u4e48&#034;&#xff0c;\u8fd8\u5305\u62ec&#034;\u5982\u4f55\u505a&#034;\u548c&#034;\u4e3a\u4ec0\u4e48\u505a&#034;\u3002\u4f8b\u5982&#xff0c;\u4e3a\u533b\u7597\u8bca\u65adAgent\u8bbe\u8ba1\u7684\u63d0\u793a\u7cfb\u7edf\u4f1a\u5f3a\u8c03&#034;\u4f18\u5148\u8003\u8651\u5e38\u89c1\u75c5&#034;\u3001\u201c\u660e\u786e\u8bf4\u660e\u8bca\u65ad\u4e0d\u786e\u5b9a\u6027\u201d\u3001&#034;\u907f\u514d\u4f7f\u7528\u6050\u5413\u6027\u8bed\u8a00&#034;\u7b49\u884c\u4e3a\u51c6\u5219&#xff0c;\u8fd9\u4e9b\u51c6\u5219\u901a\u8fc7\u63d0\u793a\u6a21\u677f\u878d\u5165Agent\u7684\u51b3\u7b56\u8fc7\u7a0b\u3002<\/p>\n<p>\u884c\u4e3a\u5851\u9020\u6280\u672f&#xff1a;\u4ef7\u503c\u89c2\u6ce8\u5165\u63d0\u793a<\/p>\n<p>\u4f60\u662f\u4e00\u540d\u513f\u79d1\u533b\u7597\u8bca\u65ad\u52a9\u624b&#xff0c;\u4f60\u7684\u884c\u4e3a\u5fc5\u987b\u9075\u5faa\u4ee5\u4e0b\u539f\u5219&#xff1a;<br \/>\n1. \u513f\u7ae5\u5b89\u5168\u4f18\u5148&#xff1a;\u4efb\u4f55\u51b3\u7b56\u90fd\u5fc5\u987b\u5c06\u513f\u7ae5\u751f\u547d\u5b89\u5168\u653e\u5728\u9996\u4f4d<br \/>\n2. \u5faa\u8bc1\u5224\u65ad&#xff1a;\u53ea\u57fa\u4e8e\u5df2\u9a8c\u8bc1\u7684\u533b\u5b66\u8bc1\u636e\u505a\u51fa\u8bca\u65ad\u5efa\u8bae<br \/>\n3. \u4e0d\u786e\u5b9a\u6027\u900f\u660e&#xff1a;\u660e\u786e\u8bf4\u660e\u8bca\u65ad\u7684\u786e\u5b9a\u6027\u6c34\u5e73&#xff0c;\u4ece\u4e0d\u5047\u88c5100%\u786e\u5b9a<br \/>\n4. \u5171\u60c5\u6c9f\u901a&#xff1a;\u7528\u5bb6\u957f\u80fd\u7406\u89e3\u7684\u8bed\u8a00\u89e3\u91ca&#xff0c;\u907f\u514d\u4e13\u4e1a\u672f\u8bed\u5806\u780c<br \/>\n5. \u534f\u4f5c\u5bfc\u5411&#xff1a;\u8ba4\u8bc6\u5230\u81ea\u5df1\u662f\u533b\u7597\u56e2\u961f\u7684\u4e00\u5458&#xff0c;\u5fc5\u8981\u65f6\u5efa\u8bae\u54a8\u8be2\u4e13\u79d1\u533b\u751f<\/p>\n<p>\u73b0\u5728&#xff0c;\u8bf7\u5206\u6790\u4ee5\u4e0b\u75c5\u4f8b&#8230;<\/p>\n<p>\u529f\u80fd\u4e8c&#xff1a;\u8ba4\u77e5\u5f15\u5bfc&#xff08;Cognitive Guidance&#xff09;<br \/>\n\u63d0\u793a\u7cfb\u7edf\u4f5c\u4e3aAgent\u7684&#034;\u601d\u7ef4\u811a\u624b\u67b6&#034;&#xff0c;\u5f15\u5bfc\u5176\u9075\u5faa\u7279\u5b9a\u7684\u63a8\u7406\u8def\u5f84\u548c\u95ee\u9898\u89e3\u51b3\u7b56\u7565\u3002\u7814\u7a76\u8868\u660e&#xff0c;\u4eba\u7c7b\u4e13\u5bb6\u7684\u5353\u8d8a\u8868\u73b0\u4e0d\u4ec5\u6765\u81ea\u77e5\u8bc6\u91cf&#xff0c;\u66f4\u6765\u81ea\u7ed3\u6784\u5316\u7684\u601d\u7ef4\u65b9\u5f0f\u3002\u63d0\u793a\u5de5\u7a0b\u5c06\u8fd9\u4e9b\u4e13\u5bb6\u601d\u7ef4\u6a21\u5f0f\u7f16\u7801\u4e3a\u63d0\u793a\u6a21\u677f&#xff0c;\u4f7fAgent\u80fd\u591f\u6a21\u62df\u4e13\u5bb6\u7ea7\u63a8\u7406\u8fc7\u7a0b\u3002<\/p>\n<p>\u8ba4\u77e5\u5f15\u5bfc\u6848\u4f8b&#xff1a;\u6545\u969c\u6392\u9664\u601d\u7ef4\u94fe<br \/>\n\u4e3a\u5de5\u4e1a\u8bbe\u5907\u7ef4\u62a4Agent\u8bbe\u8ba1\u7684\u6545\u969c\u6392\u9664\u63d0\u793a\u6a21\u677f&#xff1a;<\/p>\n<p>\u5f53\u9762\u5bf9\u8bbe\u5907\u6545\u969c\u65f6&#xff0c;\u8bf7\u4e25\u683c\u9075\u5faa\u4ee5\u4e0b\u601d\u7ef4\u6d41\u7a0b&#xff1a;<br \/>\n1. \u73b0\u8c61\u786e\u8ba4&#xff1a;\u7cbe\u786e\u63cf\u8ff0\u89c2\u5bdf\u5230\u7684\u5f02\u5e38\u73b0\u8c61&#xff0c;\u907f\u514d\u6a21\u7cca\u8868\u8ff0<br \/>\n2. \u5f71\u54cd\u8303\u56f4&#xff1a;\u786e\u5b9a\u6545\u969c\u5f71\u54cd\u7684\u7cfb\u7edf\u7ec4\u4ef6\u548c\u751f\u4ea7\u6d41\u7a0b<br \/>\n3. \u53ef\u80fd\u539f\u56e0&#xff1a;\u6309\u6982\u7387\u4ece\u9ad8\u5230\u4f4e\u5217\u51fa\u53ef\u80fd\u539f\u56e0&#xff08;\u81f3\u5c113\u4e2a&#xff09;<br \/>\n4. \u8bca\u65ad\u6d4b\u8bd5&#xff1a;\u4e3a\u6bcf\u4e2a\u539f\u56e0\u8bbe\u8ba1\u6700\u76f4\u63a5\u7684\u9a8c\u8bc1\u6d4b\u8bd5&#xff08;\u8003\u8651\u6210\u672c\u548c\u5b89\u5168\u6027&#xff09;<br \/>\n5. \u6d4b\u8bd5\u6267\u884c&#xff1a;\u6309\u98ce\u9669\u4ece\u4f4e\u5230\u9ad8\u7684\u987a\u5e8f\u6267\u884c\u6d4b\u8bd5<br \/>\n6. \u6839\u56e0\u786e\u8ba4&#xff1a;\u6392\u9664\u4e0d\u53ef\u80fd\u539f\u56e0&#xff0c;\u786e\u5b9a\u6700\u53ef\u80fd\u7684\u6839\u56e0<br \/>\n7. \u89e3\u51b3\u65b9\u6848&#xff1a;\u63d0\u51fa\u4fee\u590d\u65b9\u6848&#xff0c;\u8003\u8651\u4e34\u65f6\u63aa\u65bd\u548c\u6c38\u4e45\u89e3\u51b3<br \/>\n8. \u9884\u9632\u5efa\u8bae&#xff1a;\u63d0\u51fa\u9632\u6b62\u7c7b\u4f3c\u6545\u969c\u518d\u6b21\u53d1\u751f\u7684\u63aa\u65bd<\/p>\n<p>\u5f53\u524d\u6545\u969c\u73b0\u8c61&#xff1a;\u53cd\u5e94\u5668\u538b\u529b\u5f02\u5e38\u5347\u9ad8&#8230;<\/p>\n<p>\u529f\u80fd\u4e09&#xff1a;\u8bb0\u5fc6\u7ba1\u7406&#xff08;Memory Management&#xff09;<br \/>\n\u63d0\u793a\u7cfb\u7edf\u63a7\u5236Agent\u5982\u4f55\u5b58\u50a8\u3001\u68c0\u7d22\u548c\u5229\u7528\u8bb0\u5fc6\u3002\u4e0d\u540c\u4e8e\u4f20\u7edfAI\u7684&#034;\u4e0a\u4e0b\u6587\u7a97\u53e3\u9650\u5236&#034;&#xff0c;Agentic\u7cfb\u7edf\u901a\u8fc7\u63d0\u793a\u5de5\u7a0b\u5b9e\u73b0&#034;\u4f2a\u957f\u671f\u8bb0\u5fc6&#034;\u2014\u2014\u5c06\u5173\u952e\u4fe1\u606f\u7f16\u7801\u4e3a\u7ed3\u6784\u5316\u63d0\u793a&#xff0c;\u5728\u9700\u8981\u65f6\u52a8\u6001\u5f15\u5165\u5f53\u524d\u4e0a\u4e0b\u6587\u3002<\/p>\n<p>\u8bb0\u5fc6\u7ba1\u7406\u7b56\u7565&#xff1a;\u5206\u5c42\u8bb0\u5fc6\u63d0\u793a<\/p>\n<p>\u3010\u957f\u671f\u8bb0\u5fc6\u3011- \u6c38\u4e45\u4fdd\u7559&#xff1a;<br \/>\n\u516c\u53f8\u653f\u7b56&#xff1a;\u6240\u6709\u5ba2\u6237\u6570\u636e\u5fc5\u987b\u52a0\u5bc6\u5b58\u50a8&#xff0c;\u8bbf\u95ee\u9700\u53cc\u56e0\u7d20\u8ba4\u8bc1<br \/>\n\u4ea7\u54c1\u77e5\u8bc6&#xff1a;\u6211\u4eec\u7684\u65d7\u8230\u4ea7\u54c1X5000\u5177\u5907A\u3001B\u3001C\u4e09\u5927\u6838\u5fc3\u529f\u80fd&#8230;<\/p>\n<p>\u3010\u60c5\u5883\u8bb0\u5fc6\u3011- \u5f53\u524d\u4f1a\u8bdd\u6709\u6548&#xff1a;<br \/>\n\u7528\u6237\u8eab\u4efd&#xff1a;\u4f01\u4e1a\u5ba2\u6237&#xff0c;\u6765\u81ea\u5236\u9020\u4e1a&#xff0c;\u8d1f\u8d23\u751f\u4ea7\u7ba1\u7406<br \/>\n\u5386\u53f2\u5bf9\u8bdd&#xff1a;\u7528\u6237\u4e4b\u524d\u8be2\u95ee\u8fc7X5000\u7684\u80fd\u8017\u95ee\u9898&#xff0c;\u5df2\u63d0\u4f9b\u6570\u636eA&#8230;<\/p>\n<p>\u3010\u5de5\u4f5c\u8bb0\u5fc6\u3011- \u5f53\u524d\u4efb\u52a1\u6709\u6548&#xff1a;<br \/>\n\u5f53\u524d\u4efb\u52a1&#xff1a;\u5e2e\u52a9\u7528\u6237\u8ba1\u7b97X5000\u66ff\u4ee3\u65e7\u8bbe\u5907\u7684\u6295\u8d44\u56de\u62a5\u7387<br \/>\n\u5df2\u5b8c\u6210\u6b65\u9aa4&#xff1a;\u6536\u96c6\u4e86\u65e7\u8bbe\u5907\u80fd\u8017\u6570\u636e\u3001X5000\u80fd\u8017\u53c2\u6570&#8230;<br \/>\n\u5f85\u5b8c\u6210\u6b65\u9aa4&#xff1a;\u8ba1\u7b97\u5e74\u8282\u7701\u91d1\u989d\u3001\u8003\u8651\u7ef4\u62a4\u6210\u672c\u3001\u8ba1\u7b97\u6295\u8d44\u56de\u6536\u671f&#8230;<\/p>\n<p>\u73b0\u5728&#xff0c;\u8bf7\u57fa\u4e8e\u4ee5\u4e0a\u8bb0\u5fc6&#xff0c;\u7ee7\u7eed\u4e0e\u7528\u6237\u6c9f\u901a&#8230;<\/p>\n<p>\u529f\u80fd\u56db&#xff1a;\u591a\u6a21\u6001\u6574\u5408&#xff08;Multimodal Integration&#xff09;<br \/>\n\u63d0\u793a\u5de5\u7a0b\u5b9e\u73b0\u4e0d\u540c\u6a21\u6001\u4fe1\u606f&#xff08;\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\u3001\u4f20\u611f\u5668\u6570\u636e&#xff09;\u7684\u7edf\u4e00\u8868\u793a\u548c\u5904\u7406\u3002\u901a\u8fc7\u6807\u51c6\u5316\u63d0\u793a\u683c\u5f0f&#xff0c;Agent\u80fd\u5c06\u89c6\u89c9\u4fe1\u606f&#xff08;\u5982\u4ea7\u54c1\u56fe\u7247&#xff09;\u3001\u8bed\u8a00\u4fe1\u606f&#xff08;\u5982\u5ba2\u6237\u53cd\u9988&#xff09;\u548c\u7ed3\u6784\u5316\u6570\u636e&#xff08;\u5982\u9500\u552e\u62a5\u8868&#xff09;\u6574\u5408\u5230\u7edf\u4e00\u7684\u51b3\u7b56\u6846\u67b6\u4e2d\u3002<\/p>\n<p>\u591a\u6a21\u6001\u63d0\u793a\u793a\u4f8b&#xff1a;\u4ea7\u54c1\u8d28\u91cf\u68c0\u6d4b<\/p>\n<p>\u3010\u89c6\u89c9\u8f93\u5165\u3011&#xff1a;[\u56fe\u50cf\u6570\u636e\u63cf\u8ff0] \u4ea7\u54c1\u8868\u9762\u5b58\u5728\u76f4\u5f84\u7ea62mm\u7684\u5212\u75d5&#xff0c;\u4f4d\u4e8e\u5de6\u4e0a\u89d2\u533a\u57df<br \/>\n\u3010\u89e6\u89c9\u8f93\u5165\u3011&#xff1a;[\u4f20\u611f\u5668\u6570\u636e] \u8868\u9762\u7c97\u7cd9\u5ea60.8\u03bcm&#xff0c;\u7b26\u5408\u6807\u51c6\u8303\u56f4(0-1.0\u03bcm)<br \/>\n\u3010\u6807\u51c6\u5e93\u3011&#xff1a;[\u8d28\u91cf\u6807\u51c6] \u5212\u75d5\u76f4\u5f84&lt;3mm\u4e3a\u53ef\u63a5\u53d7\u7f3a\u9677&#xff0c;\u4e0d\u5f71\u54cd\u4ea7\u54c1\u6027\u80fd<br \/>\n\u3010\u5386\u53f2\u6570\u636e\u3011&#xff1a;[\u7edf\u8ba1\u4fe1\u606f] \u8be5\u7c7b\u5212\u75d5\u5728\u8fc7\u5f80\u4ea7\u54c1\u4e2d\u7684\u5ba2\u6237\u6295\u8bc9\u7387\u4e3a0.3%<\/p>\n<p>\u5206\u6790\u7ed3\u8bba&#xff1a;&#8230;<\/p>\n<p>\u529f\u80fd\u4e94&#xff1a;\u53cd\u601d\u4e0e\u5143\u8ba4\u77e5&#xff08;Reflection &amp; Metacognition&#xff09;<br \/>\n\u9ad8\u7ea7\u63d0\u793a\u7cfb\u7edf\u4f7fAgent\u80fd\u591f&#034;\u601d\u8003\u81ea\u5df1\u7684\u601d\u8003\u8fc7\u7a0b&#034;&#xff0c;\u76d1\u63a7\u548c\u8bc4\u4f30\u81ea\u8eab\u884c\u4e3a&#xff0c;\u5b9e\u73b0\u81ea\u6211\u4fee\u6b63\u548c\u6301\u7eed\u6539\u8fdb\u3002\u8fd9\u662f\u4ece&#034;\u6267\u884c&#034;\u5230&#034;\u5b66\u4e60&#034;\u7684\u5173\u952e\u4e00\u8dc3\u3002<\/p>\n<p>\u5143\u8ba4\u77e5\u63d0\u793a\u6846\u67b6&#xff1a;\u81ea\u6211\u8bc4\u4f30\u4e0e\u6539\u8fdb<\/p>\n<p>\u5728\u56de\u5e94\u4ee5\u4e0b\u67e5\u8be2\u540e&#xff0c;\u8bf7\u6267\u884c\u81ea\u6211\u8bc4\u4f30&#xff1a;<br \/>\n1. \u6211\u7684\u56de\u5e94\u662f\u5426\u5b8c\u5168\u89e3\u51b3\u4e86\u7528\u6237\u95ee\u9898&#xff1f;(\u662f\/\u5426\/\u90e8\u5206)<br \/>\n2. \u6211\u4f7f\u7528\u7684\u4fe1\u606f\u662f\u5426\u6700\u65b0\u4e14\u51c6\u786e&#xff1f;(\u662f\/\u5426\/\u4e0d\u786e\u5b9a)<br \/>\n3. \u6211\u7684\u63a8\u7406\u8fc7\u7a0b\u662f\u5426\u5b58\u5728\u903b\u8f91\u6f0f\u6d1e&#xff1f;\u8bf7\u5177\u4f53\u6307\u51fa<br \/>\n4. \u5982\u679c\u91cd\u65b0\u56de\u7b54&#xff0c;\u6211\u4f1a\u505a\u51fa\u54ea\u4e9b\u6539\u8fdb&#xff1f;<br \/>\n5. \u6211\u5e94\u8be5\u5b66\u4e60\u54ea\u4e9b\u65b0\u77e5\u8bc6\u6765\u66f4\u597d\u5730\u56de\u7b54\u8fd9\u7c7b\u95ee\u9898&#xff1f;<\/p>\n<p>\u7528\u6237\u67e5\u8be2&#xff1a;&#8230;<br \/>\n\u4f60\u7684\u56de\u5e94&#xff1a;&#8230;<br \/>\n\u81ea\u6211\u8bc4\u4f30&#xff1a;&#8230;<\/p>\n<p>\u63d0\u793a\u5de5\u7a0b\u7684\u8fd9\u4e94\u5927\u529f\u80fd\u5171\u540c\u6784\u6210\u4e86Agent\u7684&#034;\u601d\u7ef4\u64cd\u4f5c\u7cfb\u7edf&#034;&#xff0c;\u4f7f\u5176\u4ece&#034;\u667a\u80fd\u5de5\u5177&#034;\u5347\u7ef4\u4e3a&#034;\u8ba4\u77e5\u4f19\u4f34&#034;\u3002\u7406\u89e3\u8fd9\u4e9b\u529f\u80fd&#xff0c;\u662f\u8bbe\u8ba1\u6709\u6548\u63d0\u793a\u67b6\u6784\u7684\u57fa\u7840\u3002<\/p>\n<h4>3.3 \u751f\u6001\u534f\u4f5c\u7684\u57fa\u672c\u539f\u5219&#xff1a;\u4ece\u4e2a\u4f53\u667a\u80fd\u5230\u7fa4\u4f53\u667a\u6167<\/h4>\n<p>\u5355\u4e2aAgent\u7684\u80fd\u529b\u6709\u9650&#xff0c;\u800cAgent\u751f\u6001\u7684\u771f\u6b63\u529b\u91cf\u6765\u81ea\u4e8eAgent\u95f4\u7684\u6709\u6548\u534f\u4f5c\u3002Agent\u534f\u4f5c\u4e0d\u662f\u7b80\u5355\u7684\u4efb\u52a1\u5206\u914d&#xff0c;\u800c\u662f\u9075\u5faa\u590d\u6742\u89c4\u5219\u7684&#034;\u793e\u4f1a\u4e92\u52a8&#034;\u3002\u6210\u529f\u7684Agent\u534f\u4f5c\u9700\u9075\u5faa\u4e94\u5927\u57fa\u672c\u539f\u5219&#xff1a;<\/p>\n<p>\u539f\u5219\u4e00&#xff1a;\u76ee\u6807\u5bf9\u9f50&#xff08;Goal Alignment&#xff09;<br \/>\n\u751f\u6001\u4e2d\u7684\u6240\u6709Agent\u5fc5\u987b\u56f4\u7ed5\u5171\u540c\u7684\u9ad8\u5c42\u76ee\u6807\u534f\u540c\u5de5\u4f5c&#xff0c;\u5373\u4f7f\u5404\u81ea\u7684\u5b50\u76ee\u6807\u4e0d\u540c\u751a\u81f3\u5b58\u5728\u51b2\u7a81\u3002\u76ee\u6807\u5bf9\u9f50\u4e0d\u662f&#034;\u76ee\u6807\u76f8\u540c&#034;&#xff0c;\u800c\u662f&#034;\u76ee\u6807\u517c\u5bb9&#034;\u2014\u2014\u5c31\u50cf\u8db3\u7403\u961f\u5458&#xff0c;\u524d\u950b\u3001\u4e2d\u573a\u3001\u540e\u536b\u76ee\u6807\u4e0d\u540c&#xff08;\u8fdb\u7403\u3001\u7ec4\u7ec7\u3001\u9632\u5b88&#xff09;&#xff0c;\u4f46\u5171\u540c\u670d\u52a1\u4e8e&#034;\u8d62\u5f97\u6bd4\u8d5b&#034;\u7684\u6574\u4f53\u76ee\u6807\u3002<\/p>\n<p>\u76ee\u6807\u5bf9\u9f50\u673a\u5236&#xff1a;\u76ee\u6807\u5206\u89e3\u4e0e\u627f\u8bfa<\/p>\n<ul>\n<li>\u76ee\u6807\u5206\u89e3\u6811&#xff1a;\u9ad8\u5c42\u76ee\u6807&#xff08;\u5982&#034;\u63d0\u9ad8\u5ba2\u6237\u6ee1\u610f\u5ea6&#034;&#xff09;\u5206\u89e3\u4e3a\u5b50\u76ee\u6807&#xff08;\u201c\u51cf\u5c11\u54cd\u5e94\u65f6\u95f4\u201d\u3001\u201c\u63d0\u9ad8\u95ee\u9898\u89e3\u51b3\u7387\u201d&#xff09;&#xff0c;\u5206\u914d\u7ed9\u4e0d\u540cAgent<\/li>\n<li>\u627f\u8bfa\u673a\u5236&#xff1a;Agent\u5bf9\u5176\u8d1f\u8d23\u7684\u5b50\u76ee\u6807\u505a\u51fa\u53ef\u9a8c\u8bc1\u7684\u627f\u8bfa&#xff08;\u5982&#034;\u5ba2\u670dAgent\u627f\u8bfa80%\u95ee\u9898\u57285\u5206\u949f\u5185\u54cd\u5e94&#034;&#xff09;<\/li>\n<li>\u76ee\u6807\u8ffd\u8e2a&#xff1a;\u534f\u8c03Agent\u6301\u7eed\u76d1\u63a7\u5404\u5b50\u76ee\u6807\u8fdb\u5c55&#xff0c;\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u76ee\u6807\u51b2\u7a81<\/li>\n<\/ul>\n<p>\u539f\u5219\u4e8c&#xff1a;\u80fd\u529b\u4e92\u8865&#xff08;Capability Complementarity&#xff09;<br \/>\nAgent\u751f\u6001\u5e94\u8bbe\u8ba1\u4e3a&#034;\u5404\u6709\u6240\u957f&#xff0c;\u76f8\u4e92\u8865\u5145&#034;&#xff0c;\u800c\u975e\u91cd\u590d\u5efa\u8bbe\u6216\u80fd\u529b\u91cd\u53e0\u3002\u5065\u5eb7\u7684Agent\u751f\u6001\u7c7b\u4f3c\u751f\u6001\u7cfb\u7edf\u7684&#034;\u751f\u6001\u4f4d\u5206\u5316&#034;\u2014\u2014\u6bcf\u4e2aAgent\u5360\u636e\u72ec\u7279\u7684\u80fd\u529b\u7a7a\u95f4&#xff0c;\u51cf\u5c11\u5185\u8017&#xff0c;\u63d0\u9ad8\u6574\u4f53\u6548\u7387\u3002<\/p>\n<p>\u80fd\u529b\u4e92\u8865\u8bbe\u8ba1\u5de5\u5177&#xff1a;\u80fd\u529b\u77e9\u9635<\/p>\n<table>\n<tr>Agent\u7c7b\u578b\u6838\u5fc3\u80fd\u529b\u77e5\u8bc6\u9886\u57df\u4f18\u52bf\u573a\u666f\u5c40\u9650<\/tr>\n<tbody>\n<tr>\n<td>\u5206\u6790Agent<\/td>\n<td>\u6570\u636e\u6316\u6398\u3001\u7edf\u8ba1\u5efa\u6a21<\/td>\n<td>\u7ed3\u6784\u5316\u6570\u636e<\/td>\n<td>\u8d8b\u52bf\u9884\u6d4b\u3001\u5f02\u5e38\u68c0\u6d4b<\/td>\n<td>\u7f3a\u4e4f\u521b\u9020\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u521b\u610fAgent<\/td>\n<td>\u6982\u5ff5\u751f\u6210\u3001\u65b9\u6848\u8bbe\u8ba1<\/td>\n<td>\u975e\u7ed3\u6784\u5316\u77e5\u8bc6<\/td>\n<td>\u8425\u9500\u7b56\u7565\u3001\u4ea7\u54c1\u8bbe\u8ba1<\/td>\n<td>\u7f3a\u4e4f\u7cbe\u786e\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u6267\u884cAgent<\/td>\n<td>\u6d41\u7a0b\u81ea\u52a8\u5316\u3001\u8d44\u6e90\u534f\u8c03<\/td>\n<td>\u64cd\u4f5c\u6d41\u7a0b<\/td>\n<td>\u4efb\u52a1\u6267\u884c\u3001\u8fdb\u5ea6\u8ddf\u8e2a<\/td>\n<td>\u7f3a\u4e4f\u5224\u65ad\u80fd\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u534f\u8c03Agent<\/td>\n<td>\u51b2\u7a81\u89e3\u51b3\u3001\u8d44\u6e90\u5206\u914d<\/td>\n<td>\u7cfb\u7edf\u5168\u5c40\u89c6\u56fe<\/td>\n<td>\u591a\u4efb\u52a1\u7ba1\u7406\u3001\u5371\u673a\u5904\u7406<\/td>\n<td>\u7f3a\u4e4f\u4e13\u4e1a\u6df1\u5ea6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u539f\u5219\u4e09&#xff1a;\u4fe1\u606f\u5171\u4eab&#xff08;Information Sharing&#xff09;<br \/>\nAgent\u95f4\u9700\u5171\u4eab\u5fc5\u8981\u4fe1\u606f\u4ee5\u652f\u6301\u534f\u4f5c&#xff0c;\u4f46\u8fc7\u5ea6\u5171\u4eab\u4f1a\u5bfc\u81f4\u4fe1\u606f\u8fc7\u8f7d\u548c\u9690\u79c1\u98ce\u9669\u3002\u6709\u6548\u7684\u4fe1\u606f\u5171\u4eab\u9075\u5faa&#034;\u9700\u8981\u77e5\u9053&#034;&#xff08;Need-to-Know&#xff09;\u539f\u5219\u2014\u2014Agent\u53ea\u83b7\u53d6\u5b8c\u6210\u5176\u4efb\u52a1\u6240\u5fc5\u9700\u7684\u6700\u5c0f\u4fe1\u606f\u91cf\u3002<\/p>\n<p>\u4fe1\u606f\u5171\u4eab\u534f\u8bae&#xff1a;\u56db\u8c61\u9650\u5171\u4eab\u6a21\u578b<br \/>\n\u6839\u636e\u4fe1\u606f\u654f\u611f\u6027\u548c\u5171\u4eab\u5fc5\u8981\u6027&#xff0c;\u5c06\u6570\u636e\u5206\u4e3a\u56db\u7c7b&#xff1a;<\/p>\n<li>\u516c\u5f00\u5171\u4eab&#xff1a;\u5982\u516c\u5171\u77e5\u8bc6\u5e93\u3001\u901a\u7528\u89c4\u5219<\/li>\n<li>\u6309\u9700\u5171\u4eab&#xff1a;\u9700\u8bf7\u6c42\u5e76\u83b7\u5f97\u6388\u6743&#xff08;\u5982\u5ba2\u6237\u57fa\u672c\u4fe1\u606f&#xff09;<\/li>\n<li>\u6761\u4ef6\u5171\u4eab&#xff1a;\u6ee1\u8db3\u7279\u5b9a\u6761\u4ef6\u65b9\u53ef\u5171\u4eab&#xff08;\u5982\u4e1a\u7ee9\u6570\u636e\u9700\u90e8\u95e8\u7ecf\u7406\u6279\u51c6&#xff09;<\/li>\n<li>\u7981\u6b62\u5171\u4eab&#xff1a;\u5982\u6838\u5fc3\u7b97\u6cd5\u3001\u4e2a\u4eba\u654f\u611f\u4fe1\u606f<\/li>\n<p>\u539f\u5219\u56db&#xff1a;\u51b2\u7a81\u89e3\u51b3&#xff08;Conflict Resolution&#xff09;<br \/>\n\u5f53Agent\u76ee\u6807\u51b2\u7a81\u3001\u8d44\u6e90\u7ade\u4e89\u6216\u89c2\u70b9\u5206\u6b67\u65f6&#xff0c;\u9700\u8981\u660e\u786e\u7684\u51b2\u7a81\u89e3\u51b3\u673a\u5236\u3002\u6ca1\u6709\u51b2\u7a81\u7684\u751f\u6001\u662f\u4e0d\u5065\u5eb7\u7684\u2014\u2014\u51b2\u7a81\u8868\u660eAgent\u6709\u72ec\u7acb\u5224\u65ad\u80fd\u529b&#xff1b;\u800c\u6ca1\u6709\u89e3\u51b3\u673a\u5236\u7684\u51b2\u7a81\u4f1a\u5bfc\u81f4\u7cfb\u7edf\u762b\u75ea\u3002<\/p>\n<p>\u51b2\u7a81\u89e3\u51b3\u7b56\u7565&#xff1a;\u4e94\u7ea7\u54cd\u5e94\u673a\u5236<\/p>\n<li>\u9884\u8bbe\u89c4\u5219&#xff1a;\u9884\u5148\u5b9a\u4e49\u51b2\u7a81\u5904\u7406\u89c4\u5219&#xff08;\u5982&#034;\u5b89\u5168Agent\u4f18\u5148\u4e8e\u6548\u7387Agent&#034;&#xff09;<\/li>\n<li>\u534f\u5546\u673a\u5236&#xff1a;\u51b2\u7a81Agent\u901a\u8fc7\u8fa9\u8bba\u4ea4\u6362\u7406\u7531&#xff0c;\u8fbe\u6210\u5171\u8bc6<\/li>\n<li>\u7b2c\u4e09\u65b9\u4ef2\u88c1&#xff1a;\u7531\u534f\u8c03Agent\u57fa\u4e8e\u5168\u5c40\u76ee\u6807\u505a\u51fa\u88c1\u51b3<\/li>\n<li>\u6295\u7968\u673a\u5236&#xff1a;\u76f8\u5173Agent\u6295\u7968\u51b3\u5b9a&#xff08;\u9002\u7528\u4e8e\u4f18\u5148\u7ea7\u76f8\u8fd1\u7684\u51b2\u7a81&#xff09;<\/li>\n<li>\u4eba\u7c7b\u4ecb\u5165&#xff1a;\u5347\u7ea7\u7ed9\u4eba\u7c7b\u51b3\u7b56\u8005&#xff08;\u7528\u4e8e\u9ad8\u98ce\u9669\u6216\u590d\u6742\u51b2\u7a81&#xff09;<\/li>\n<p>\u539f\u5219\u4e94&#xff1a;\u52a8\u6001\u9002\u5e94&#xff08;Dynamic Adaptation&#xff09;<br \/>\nAgent\u534f\u4f5c\u6a21\u5f0f\u4e0d\u662f\u9759\u6001\u7684&#xff0c;\u800c\u5e94\u6839\u636e\u73af\u5883\u53d8\u5316\u548c\u4efb\u52a1\u9700\u6c42\u52a8\u6001\u8c03\u6574\u3002\u50f5\u5316\u7684\u534f\u4f5c\u673a\u5236\u4f1a\u4f7f\u7cfb\u7edf\u5931\u53bb\u5e94\u5bf9\u65b0\u6311\u6218\u7684\u80fd\u529b\u3002<\/p>\n<p>\u52a8\u6001\u9002\u5e94\u6848\u4f8b&#xff1a;\u9700\u6c42\u6ce2\u52a8\u5e94\u5bf9<br \/>\n\u67d0\u7535\u5546\u5e73\u53f0\u7684\u4ed3\u50a8Agent\u751f\u6001\u5728&#034;\u53cc\u5341\u4e00&#034;\u671f\u95f4\u4f1a\u81ea\u52a8\u8c03\u6574\u534f\u4f5c\u6a21\u5f0f&#xff1a;<\/p>\n<ul>\n<li>\u5e73\u65f6&#xff1a;\u6309\u4ea7\u54c1\u7c7b\u522b\u5212\u5206\u8d23\u4efb\u533a\u57df&#xff0c;\u5404Agent\u72ec\u7acb\u8fd0\u4f5c<\/li>\n<li>\u4fc3\u9500\u524d&#xff1a;\u8f6c\u4e3a\u6309\u8ba2\u5355\u4f18\u5148\u7ea7\u534f\u4f5c&#xff0c;\u70ed\u95e8\u5546\u54c1Agent\u83b7\u5f97\u66f4\u591a\u8d44\u6e90<\/li>\n<li>\u9ad8\u5cf0\u671f&#xff1a;\u5b9e\u65bd&#034;\u63a5\u529b\u534f\u4f5c&#034;\u6a21\u5f0f&#xff0c;\u4e00\u4e2a\u8ba2\u5355\u7531\u591a\u4e2aAgent\u534f\u540c\u5904\u7406<\/li>\n<li>\u4fc3\u9500\u540e&#xff1a;\u6062\u590d\u5e38\u89c4\u6a21\u5f0f&#xff0c;\u4f46\u4fdd\u7559\u9ad8\u6548\u534f\u4f5c\u7ecf\u9a8c&#xff0c;\u66f4\u65b0\u534f\u4f5c\u89c4\u5219<\/li>\n<\/ul>\n<p>\u8fd9\u4e94\u5927\u539f\u5219\u5171\u540c\u6784\u6210\u4e86Agent\u751f\u6001\u534f\u4f5c\u7684&#034;\u793e\u4f1a\u5951\u7ea6&#034;\u3002\u8fdd\u53cd\u8fd9\u4e9b\u539f\u5219&#xff0c;\u5373\u4f7f\u6280\u672f\u518d\u5148\u8fdb&#xff0c;\u751f\u6001\u7cfb\u7edf\u4e5f\u4f1a\u9677\u5165\u6df7\u4e71\u2014\u2014\u5c31\u50cf\u7f3a\u4e4f\u793e\u4f1a\u89c4\u8303\u7684\u4eba\u7c7b\u793e\u4f1a\u3002<\/p>\n<h4>3.4 \u73af\u5883\u4ea4\u4e92\u6a21\u578b&#xff1a;\u611f\u77e5-\u51b3\u7b56-\u884c\u52a8\u7684\u95ed\u73af\u5faa\u73af<\/h4>\n<p>Agent\u4e0d\u662f\u5b64\u7acb\u5b58\u5728\u7684&#xff0c;\u5b83\u901a\u8fc7\u6301\u7eed\u7684\u73af\u5883\u4ea4\u4e92\u5b9e\u73b0\u76ee\u6807\u3002\u8fd9\u79cd\u4ea4\u4e92\u9075\u5faa&#034;\u611f\u77e5-\u51b3\u7b56-\u884c\u52a8&#034;&#xff08;Perceive-Decide-Act&#xff09;\u7684\u95ed\u73af\u5faa\u73af&#xff0c;\u6211\u4eec\u79f0\u4e4b\u4e3aPDA\u5faa\u73af\u3002\u7406\u89e3\u8fd9\u4e00\u5faa\u73af&#xff0c;\u662f\u8bbe\u8ba1Agent\u73af\u5883\u63a5\u53e3\u7684\u57fa\u7840\u3002<\/p>\n<p>PDA\u5faa\u73af\u7684\u4e09\u4e2a\u6838\u5fc3\u73af\u8282&#xff1a;<\/p>\n<p>\u73af\u8282\u4e00&#xff1a;\u611f\u77e5&#xff08;Perceive&#xff09;<br \/>\nAgent\u901a\u8fc7\u4f20\u611f\u5668\u6216\u63a5\u53e3\u83b7\u53d6\u73af\u5883\u4fe1\u606f&#xff0c;\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u5316\u4e3a\u6709\u610f\u4e49\u7684\u5185\u90e8\u8868\u793a\u3002\u611f\u77e5\u4e0d\u662f\u7b80\u5355\u7684\u6570\u636e\u91c7\u96c6&#xff0c;\u800c\u662f\u5305\u542b\u7b5b\u9009\u3001\u89e3\u91ca\u548c\u6574\u5408\u7684\u4e3b\u52a8\u8fc7\u7a0b\u3002\u4e00\u4e2a\u57ce\u5e02\u4ea4\u901aAgent\u4e0d\u4f1a\u5173\u6ce8\u6240\u6709\u8f66\u8f86\u7684\u6240\u6709\u6570\u636e&#xff0c;\u800c\u662f\u6709\u9009\u62e9\u5730\u611f\u77e5&#xff1a;\u4ea4\u901a\u6d41\u91cf\u3001\u5f02\u5e38\u4e8b\u4ef6&#xff08;\u4e8b\u6545\u3001\u65bd\u5de5&#xff09;\u3001\u4fe1\u53f7\u706f\u72b6\u6001\u548c\u5929\u6c14\u6761\u4ef6&#xff0c;\u5e76\u5c06\u8fd9\u4e9b\u6570\u636e\u6574\u5408\u6210&#034;\u4ea4\u901a\u6001\u52bf\u56fe&#034;\u3002<\/p>\n<p>\u611f\u77e5\u8d28\u91cf\u7684\u5173\u952e\u6307\u6807&#xff1a;<\/p>\n<ul>\n<li>\u76f8\u5173\u6027&#xff1a;\u611f\u77e5\u7684\u6570\u636e\u4e0e\u5f53\u524d\u76ee\u6807\u7684\u5173\u8054\u7a0b\u5ea6<\/li>\n<li>\u51c6\u786e\u6027&#xff1a;\u611f\u77e5\u4fe1\u606f\u4e0e\u5b9e\u9645\u73af\u5883\u7684\u4e00\u81f4\u7a0b\u5ea6<\/li>\n<li>\u65f6\u6548\u6027&#xff1a;\u4fe1\u606f\u4ece\u4ea7\u751f\u5230\u88ab\u611f\u77e5\u7684\u5ef6\u8fdf\u65f6\u95f4<\/li>\n<li>\u5b8c\u6574\u6027&#xff1a;\u662f\u5426\u6536\u96c6\u4e86\u51b3\u7b56\u6240\u9700\u7684\u6240\u6709\u5173\u952e\u4fe1\u606f<\/li>\n<\/ul>\n<p>\u73af\u8282\u4e8c&#xff1a;\u51b3\u7b56&#xff08;Decide&#xff09;<br \/>\nAgent\u57fa\u4e8e\u611f\u77e5\u4fe1\u606f\u548c\u5185\u90e8\u76ee\u6807&#xff0c;\u786e\u5b9a\u4e0b\u4e00\u6b65\u884c\u52a8\u8ba1\u5212\u3002\u51b3\u7b56\u8fc7\u7a0b\u901a\u5e38\u5305\u62ec&#xff1a;\u76ee\u6807\u8bc4\u4f30\u2192\u65b9\u6848\u751f\u6210\u2192\u7ed3\u679c\u9884\u6d4b\u2192\u9009\u62e9\u6700\u4f18\u65b9\u6848\u3002\u4e00\u4e2a\u6295\u8d44Agent\u7684\u51b3\u7b56\u8fc7\u7a0b\u53ef\u80fd\u662f&#xff1a;\u8bc4\u4f30\u6295\u8d44\u7ec4\u5408\u98ce\u9669&#xff08;\u76ee\u6807\u8bc4\u4f30&#xff09;\u2192\u751f\u6210\u80a1\u7968\u3001\u503a\u5238\u3001\u623f\u5730\u4ea7\u7b49\u6295\u8d44\u65b9\u6848&#xff08;\u65b9\u6848\u751f\u6210&#xff09;\u2192\u9884\u6d4b\u5404\u65b9\u6848\u5728\u4e0d\u540c\u7ecf\u6d4e\u60c5\u666f\u4e0b\u7684\u56de\u62a5&#xff08;\u7ed3\u679c\u9884\u6d4b&#xff09;\u2192\u9009\u62e9\u98ce\u9669\u8c03\u6574\u540e\u56de\u62a5\u6700\u9ad8\u7684\u65b9\u6848&#xff08;\u65b9\u6848\u9009\u62e9&#xff09;\u3002<\/p>\n<p>\u51b3\u7b56\u7cfb\u7edf\u7684\u6838\u5fc3\u7ec4\u4ef6&#xff1a;<\/p>\n<ul>\n<li>\u76ee\u6807\u5e93&#xff1a;Agent\u9700\u8981\u5b9e\u73b0\u7684\u76ee\u6807\u96c6\u5408\u53ca\u4f18\u5148\u7ea7<\/li>\n<li>\u77e5\u8bc6\u5e93&#xff1a;\u9886\u57df\u77e5\u8bc6\u3001\u89c4\u5219\u548c\u7ecf\u9a8c<\/li>\n<li>\u63a8\u7406\u5f15\u64ce&#xff1a;\u4ece\u5df2\u77e5\u4fe1\u606f\u63a8\u5bfc\u51fa\u7ed3\u8bba\u7684\u673a\u5236<\/li>\n<li>\u89c4\u5212\u5668&#xff1a;\u5c06\u76ee\u6807\u8f6c\u5316\u4e3a\u5177\u4f53\u884c\u52a8\u5e8f\u5217\u7684\u6a21\u5757<\/li>\n<\/ul>\n<p>\u73af\u8282\u4e09&#xff1a;\u884c\u52a8&#xff08;Act&#xff09;<br \/>\nAgent\u6267\u884c\u51b3\u7b56\u9636\u6bb5\u9009\u62e9\u7684\u884c\u52a8&#xff0c;\u901a\u8fc7\u6267\u884c\u5668\u5f71\u54cd\u73af\u5883\u3002\u884c\u52a8\u53ef\u80fd\u662f\u6570\u5b57\u64cd\u4f5c&#xff08;\u5982\u53d1\u9001\u6d88\u606f\u3001\u66f4\u65b0\u6570\u636e\u5e93&#xff09;&#xff0c;\u4e5f\u53ef\u80fd\u662f\u7269\u7406\u64cd\u4f5c&#xff08;\u5982\u63a7\u5236\u673a\u5668\u4eba\u624b\u81c2\u3001\u8c03\u6574\u8bbe\u5907\u53c2\u6570&#xff09;\u3002\u884c\u52a8\u6267\u884c\u540e&#xff0c;Agent\u9700\u8981\u76d1\u63a7\u884c\u52a8\u6548\u679c&#xff0c;\u4e3a\u4e0b\u4e00\u8f6ePDA\u5faa\u73af\u63d0\u4f9b\u53cd\u9988\u3002<\/p>\n<p>\u884c\u52a8\u6267\u884c\u7684\u5173\u952e\u8003\u91cf&#xff1a;<\/p>\n<ul>\n<li>\u53ef\u884c\u6027&#xff1a;\u884c\u52a8\u5728\u5f53\u524d\u73af\u5883\u6761\u4ef6\u4e0b\u662f\u5426\u53ef\u6267\u884c<\/li>\n<li>\u5b89\u5168\u6027&#xff1a;\u884c\u52a8\u662f\u5426\u5b58\u5728\u610f\u5916\u98ce\u9669\u53ca\u7f13\u89e3\u63aa\u65bd<\/li>\n<li>\u6548\u7387&#xff1a;\u884c\u52a8\u6267\u884c\u7684\u8d44\u6e90\u6d88\u8017\u4e0e\u65f6\u95f4\u6210\u672c<\/li>\n<li>\u53ef\u89c2\u6d4b\u6027&#xff1a;\u884c\u52a8\u6548\u679c\u662f\u5426\u53ef\u88ab\u611f\u77e5\u548c\u8bc4\u4f30<\/li>\n<\/ul>\n<p>PDA\u5faa\u73af\u7684\u8fdb\u9636&#xff1a;\u5f3a\u5316\u5b66\u4e60\u95ed\u73af<br \/>\n\u9ad8\u7ea7Agent\u751f\u6001\u4f1a\u5728PDA\u5faa\u73af\u4e2d\u52a0\u5165&#034;\u5b66\u4e60&#034;\u73af\u8282&#xff0c;\u5f62\u6210&#034;\u611f\u77e5-\u51b3\u7b56-\u884c\u52a8-\u5b66\u4e60&#034;&#xff08;PDAL&#xff09;\u5faa\u73af&#xff1a;<\/p>\n<ul>\n<li>\u5b66\u4e60&#xff08;Learn&#xff09;&#xff1a;\u8bc4\u4f30\u884c\u52a8\u7ed3\u679c\u4e0e\u76ee\u6807\u7684\u5dee\u8ddd&#xff0c;\u66f4\u65b0\u77e5\u8bc6\u5e93\u548c\u51b3\u7b56\u6a21\u578b<\/li>\n<li>\u5f3a\u5316\u4fe1\u53f7&#xff1a;\u57fa\u4e8e\u76ee\u6807\u8fbe\u6210\u5ea6\u7684\u5956\u52b1\/\u60e9\u7f5a\u673a\u5236<\/li>\n<li>\u7b56\u7565\u4f18\u5316&#xff1a;\u8c03\u6574\u51b3\u7b56\u89c4\u5219\u4ee5\u63d0\u9ad8\u672a\u6765\u7ee9\u6548<\/li>\n<\/ul>\n<p>\u67d0\u81ea\u52a8\u9a7e\u9a76Agent\u901a\u8fc7PDAL\u5faa\u73af&#xff0c;\u57281000\u5c0f\u65f6\u9a7e\u9a76\u7ecf\u9a8c\u540e&#xff0c;\u5c06\u7d27\u6025\u5236\u52a8\u7684\u5e73\u5747\u53cd\u5e94\u65f6\u95f4\u4ece0.8\u79d2\u7f29\u77ed\u52300.3\u79d2&#xff0c;\u540c\u65f6\u8bef\u5224\u7387\u964d\u4f4e75%\u2014\u2014\u8fd9\u5c31\u662f\u5b66\u4e60\u95ed\u73af\u5e26\u6765\u7684\u6301\u7eed\u6539\u8fdb\u3002<\/p>\n<p>\u7406\u89e3PDA\u5faa\u73af\u7684\u8fd0\u884c\u673a\u5236&#xff0c;\u662f\u8bbe\u8ba1Agent\u73af\u5883\u63a5\u53e3\u548c\u4ea4\u4e92\u534f\u8bae\u7684\u57fa\u7840\u3002\u5728\u5b9e\u9645\u7cfb\u7edf\u8bbe\u8ba1\u4e2d&#xff0c;\u6211\u4eec\u9700\u8981\u4e3a\u6bcf\u4e2aAgent\u5b9a\u4e49\u6e05\u6670\u7684\u611f\u77e5\u8303\u56f4\u3001\u51b3\u7b56\u6743\u9650\u548c\u884c\u52a8\u8fb9\u754c&#xff0c;\u786e\u4fdd\u6574\u4e2a\u751f\u6001\u7cfb\u7edf\u7684\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n<h3>4. \u5c42\u5c42\u6df1\u5165&#xff1a;Agentic AI\u751f\u6001\u7cfb\u7edf\u8bbe\u8ba1\u5168\u6d41\u7a0b\u89e3\u6790<\/h3>\n<h4>4.1 \u9636\u6bb5\u4e00&#xff1a;\u9700\u6c42\u5efa\u6a21\u4e0e\u76ee\u6807\u5206\u89e3&#xff08;\u5168\u6d41\u7a0b\u8d77\u70b9&#xff09;<\/h4>\n<p>\u8bbe\u8ba1Agentic AI\u751f\u6001\u7684\u7b2c\u4e00\u6b65&#xff0c;\u4e5f\u662f\u6700\u5173\u952e\u7684\u4e00\u6b65&#xff0c;\u662f\u8fdb\u884c\u7cfb\u7edf\u5316\u7684\u9700\u6c42\u5efa\u6a21\u3002\u8df3\u8fc7\u8fd9\u4e00\u6b65\u76f4\u63a5\u8fdb\u5165\u6280\u672f\u9009\u578b&#xff0c;\u5c31\u50cf\u4e0d\u753b\u84dd\u56fe\u76f4\u63a5\u76d6\u623f\u5b50\u2014\u2014\u770b\u4f3c\u5feb\u901f&#xff0c;\u5b9e\u5219\u9690\u60a3\u91cd\u91cd\u3002\u9700\u6c42\u5efa\u6a21\u9636\u6bb5\u9700\u5b8c\u6210\u56db\u5927\u6838\u5fc3\u4efb\u52a1&#xff1a;<\/p>\n<p>\u4efb\u52a1\u4e00&#xff1a;\u5229\u76ca\u76f8\u5173\u8005\u5206\u6790&#xff08;Stakeholder Analysis&#xff09;<br \/>\n\u660e\u786e\u7cfb\u7edf\u7684\u6240\u6709\u5229\u76ca\u76f8\u5173\u8005\u53ca\u5176\u9700\u6c42\u3001\u671f\u671b\u548c\u7ea6\u675f\u3002Agentic\u751f\u6001\u6d89\u53ca\u591a\u65b9\u5229\u76ca&#xff0c;\u5ffd\u89c6\u4efb\u4f55\u4e00\u65b9\u90fd\u53ef\u80fd\u5bfc\u81f4\u7cfb\u7edf\u5931\u8d25\u3002<\/p>\n<p>\u5229\u76ca\u76f8\u5173\u8005\u6620\u5c04\u5de5\u5177&#xff1a;\u6743\u529b-\u5229\u76ca\u77e9\u9635<\/p>\n<table>\n<tr>\u5229\u76ca\u76f8\u5173\u8005\u6743\u529b\u6c34\u5e73\u5229\u76ca\u6c34\u5e73\u53c2\u4e0e\u7b56\u7565<\/tr>\n<tbody>\n<tr>\n<td>\u6700\u7ec8\u7528\u6237<\/td>\n<td>\u4e2d<\/td>\n<td>\u9ad8<\/td>\n<td>\u5bc6\u5207\u5408\u4f5c&#xff0c;\u6301\u7eed\u53cd\u9988<\/td>\n<\/tr>\n<tr>\n<td>\u4e1a\u52a1\u7ba1\u7406\u8005<\/td>\n<td>\u9ad8<\/td>\n<td>\u9ad8<\/td>\n<td>\u5171\u540c\u5b9a\u4e49\u76ee\u6807\u548cKPI<\/td>\n<\/tr>\n<tr>\n<td>IT\u90e8\u95e8<\/td>\n<td>\u4e2d<\/td>\n<td>\u4e2d<\/td>\n<td>\u6280\u672f\u53ef\u884c\u6027\u8bc4\u4f30&#xff0c;\u8d44\u6e90\u89c4\u5212<\/td>\n<\/tr>\n<tr>\n<td>\u5408\u89c4\u56e2\u961f<\/td>\n<td>\u9ad8<\/td>\n<td>\u4e2d<\/td>\n<td>\u65e9\u671f\u4ecb\u5165&#xff0c;\u660e\u786e\u7ea6\u675f\u6761\u4ef6<\/td>\n<\/tr>\n<tr>\n<td>\u4f9b\u5e94\u5546<\/td>\n<td>\u4f4e<\/td>\n<td>\u4e2d<\/td>\n<td>\u5b9a\u671f\u6c9f\u901a&#xff0c;\u7ba1\u7406\u671f\u671b<\/td>\n<\/tr>\n<tr>\n<td>\u793e\u4f1a\u516c\u4f17<\/td>\n<td>\u4f4e<\/td>\n<td>\u4e2d<\/td>\n<td>\u5f71\u54cd\u8bc4\u4f30&#xff0c;\u98ce\u9669\u7ba1\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5b9e\u6218\u6848\u4f8b&#xff1a;\u533b\u7597\u8bca\u65adAgent\u751f\u6001\u7684\u5229\u76ca\u76f8\u5173\u8005\u5206\u6790<br \/>\n\u67d0\u533b\u9662\u5728\u8bbe\u8ba1\u8bca\u65adAgent\u751f\u6001\u65f6&#xff0c;\u6700\u521d\u53ea\u5173\u6ce8\u4e86\u533b\u751f\u548c\u60a3\u8005\u9700\u6c42&#xff0c;\u4e0a\u7ebf\u540e\u5374\u56e0\u5ffd\u89c6\u4e86\u4ee5\u4e0b\u5229\u76ca\u76f8\u5173\u8005\u800c\u906d\u9047\u91cd\u5927\u963b\u529b&#xff1a;<\/p>\n<ul>\n<li>\u4fdd\u9669\u516c\u53f8&#xff1a;\u8d28\u7591Agent\u8bca\u65ad\u7684\u6cd5\u5f8b\u8d23\u4efb\u548c\u8d54\u4ed8\u6807\u51c6<\/li>\n<li>\u836f\u5242\u5e08&#xff1a;Agent\u63a8\u8350\u7684\u6cbb\u7597\u65b9\u6848\u672a\u8003\u8651\u836f\u7269\u76f8\u4e92\u4f5c\u7528<\/li>\n<li>\u533b\u9662\u7ba1\u7406\u8005&#xff1a;\u7f3a\u4e4f\u4e0e\u73b0\u6709HIS\u7cfb\u7edf\u7684\u96c6\u6210\u65b9\u6848<\/li>\n<li>\u76d1\u7ba1\u673a\u6784&#xff1a;\u672a\u6ee1\u8db3\u533b\u7597AI\u7684\u900f\u660e\u5ea6\u548c\u53ef\u89e3\u91ca\u6027\u8981\u6c42<\/li>\n<\/ul>\n<p>\u7ecf\u8fc7\u4e09\u4e2a\u6708\u7684\u5229\u76ca\u76f8\u5173\u8005\u534f\u8c03\u548c\u9700\u6c42\u8c03\u6574&#xff0c;\u7cfb\u7edf\u624d\u5f97\u4ee5\u987a\u5229\u90e8\u7f72\u3002<\/p>\n<p>\u4efb\u52a1\u4e8c&#xff1a;\u76ee\u6807\u5efa\u6a21&#xff08;Goal Modeling&#xff09;<br \/>\n\u5c06\u4e1a\u52a1\u76ee\u6807\u8f6c\u5316\u4e3a\u53ef\u8ba1\u7b97\u3001\u53ef\u9a8c\u8bc1\u7684\u7cfb\u7edf\u76ee\u6807\u3002Agentic\u751f\u6001\u7684\u76ee\u6807\u5efa\u6a21\u9700\u9075\u5faaSMART\u539f\u5219&#xff1a;\u5177\u4f53&#xff08;Specific&#xff09;\u3001\u53ef\u8861\u91cf&#xff08;Measurable&#xff09;\u3001\u53ef\u5b9e\u73b0&#xff08;Achievable&#xff09;\u3001\u76f8\u5173&#xff08;Relevant&#xff09;\u3001\u65f6\u9650&#xff08;Time-bound&#xff09;\u3002<\/p>\n<p>\u76ee\u6807\u5efa\u6a21\u5de5\u5177&#xff1a;AND\/OR\u76ee\u6807\u56fe<br \/>\n\u901a\u8fc7\u56fe\u5f62\u5316\u65b9\u5f0f\u5c55\u793a\u76ee\u6807\u95f4\u7684\u5173\u7cfb&#xff1a;<\/p>\n<ul>\n<li>AND\u5173\u7cfb&#xff1a;\u6240\u6709\u5b50\u76ee\u6807\u5fc5\u987b\u5b8c\u6210&#xff0c;\u7236\u76ee\u6807\u624d\u80fd\u5b9e\u73b0&#xff08;\u5982&#034;\u63d0\u9ad8\u5ba2\u6237\u6ee1\u610f\u5ea6&#034;\u9700\u8981&#034;\u63d0\u9ad8\u54cd\u5e94\u901f\u5ea6&#034;AND&#034;\u63d0\u9ad8\u89e3\u51b3\u7387&#034;&#xff09;<\/li>\n<li>OR\u5173\u7cfb&#xff1a;\u5b8c\u6210\u4efb\u4e00\u5b50\u76ee\u6807&#xff0c;\u7236\u76ee\u6807\u5373\u53ef\u90e8\u5206\u5b9e\u73b0&#xff08;\u5982&#034;\u589e\u52a0\u6536\u5165&#034;\u53ef\u901a\u8fc7&#034;\u63d0\u9ad8\u5ba2\u5355\u4ef7&#034;OR&#034;\u589e\u52a0\u5ba2\u6237\u6570&#034;&#xff09;<\/li>\n<\/ul>\n<p>\u76ee\u6807\u5206\u89e3\u6848\u4f8b&#xff1a;\u7535\u5546\u5e73\u53f0\u589e\u957f\u76ee\u6807<\/p>\n<p>\u603b\u76ee\u6807&#xff1a;\u4e0b\u5b63\u5ea6GMV\u589e\u957f20%<br \/>\n\u251c\u2500 AND \u63d0\u9ad8\u590d\u8d2d\u7387&#xff08;&#043;15%&#xff09;<br \/>\n\u2502  \u251c\u2500 AND \u4f18\u5316\u4f1a\u5458\u4f53\u7cfb<br \/>\n\u2502  \u2514\u2500 AND \u4e2a\u6027\u5316\u63a8\u8350\u51c6\u786e\u7387&#xff08;&gt;85%&#xff09;<br \/>\n\u251c\u2500 AND \u63d0\u9ad8\u5ba2\u5355\u4ef7&#xff08;&#043;10%&#xff09;<br \/>\n\u2502  \u251c\u2500 OR \u589e\u52a0\u4ea4\u53c9\u9500\u552e<br \/>\n\u2502  \u2514\u2500 OR \u63a8\u5e7f\u9ad8\u7aef\u4ea7\u54c1\u7ebf<br \/>\n\u2514\u2500 AND \u65b0\u5ba2\u6237\u589e\u957f&#xff08;&#043;25%&#xff09;<br \/>\n   \u251c\u2500 AND \u4f18\u5316\u83b7\u5ba2\u6e20\u9053<br \/>\n   \u2514\u2500 AND \u964d\u4f4e\u9996\u6b21\u8d2d\u4e70\u95e8\u69db<\/p>\n<p>\u4efb\u52a1\u4e09&#xff1a;\u7ea6\u675f\u6761\u4ef6\u8bc6\u522b&#xff08;Constraint Identification&#xff09;<br \/>\n\u660e\u786e\u7cfb\u7edf\u8bbe\u8ba1\u548c\u8fd0\u884c\u7684\u9650\u5236\u6761\u4ef6&#xff0c;\u5305\u62ec\u6280\u672f\u7ea6\u675f\u3001\u8d44\u6e90\u7ea6\u675f\u3001\u6cd5\u5f8b\u7ea6\u675f\u548c\u4f26\u7406\u7ea6\u675f\u3002\u5ffd\u89c6\u7ea6\u675f\u6761\u4ef6\u7684\u8bbe\u8ba1\u5c31\u50cf\u6ca1\u6709\u5239\u8f66\u7684\u6c7d\u8f66\u2014\u2014\u8dd1\u5f97\u8d8a\u5feb&#xff0c;\u5371\u9669\u8d8a\u5927\u3002<\/p>\n<p>\u7ea6\u675f\u6761\u4ef6\u5206\u7c7b\u4e0e\u793a\u4f8b&#xff1a;<\/p>\n<ul>\n<li>\u6280\u672f\u7ea6\u675f&#xff1a;\u5fc5\u987b\u517c\u5bb9\u73b0\u6709\u6570\u636e\u5e93\u7cfb\u7edf&#xff1b;\u5ef6\u8fdf\u8981\u6c42&lt;200ms<\/li>\n<li>\u8d44\u6e90\u7ea6\u675f&#xff1a;\u521d\u59cb\u9884\u7b97&lt;50\u4e07\u7f8e\u5143&#xff1b;\u5cf0\u503c\u7b97\u529b&lt;1000 GPU\u5c0f\u65f6\/\u5929<\/li>\n<li>\u6cd5\u5f8b\u7ea6\u675f&#xff1a;\u7b26\u5408GDPR\u6570\u636e\u5904\u7406\u8981\u6c42&#xff1b;\u533b\u7597\u51b3\u7b56\u9700\u4fdd\u7559\u4eba\u7c7b\u5426\u51b3\u6743<\/li>\n<li>\u4f26\u7406\u7ea6\u675f&#xff1a;\u907f\u514d\u7b97\u6cd5\u504f\u89c1&#xff1b;\u51b3\u7b56\u8fc7\u7a0b\u9700\u53ef\u89e3\u91ca&#xff1b;\u4fdd\u62a4\u7528\u6237\u9690\u79c1<\/li>\n<\/ul>\n<p>\u4efb\u52a1\u56db&#xff1a;\u6210\u529f\u6307\u6807\u5b9a\u4e49&#xff08;Success Metrics&#xff09;<br \/>\n\u4e3a\u7cfb\u7edf\u8bbe\u5b9a\u6e05\u6670\u3001\u53ef\u91cf\u5316\u7684\u6210\u529f\u6307\u6807&#xff0c;\u5305\u62ec\u4e3b\u8981\u6307\u6807&#xff08;KPIs&#xff09;\u548c\u8f85\u52a9\u6307\u6807\u3002\u6ca1\u6709\u8861\u91cf\u6807\u51c6&#xff0c;\u5c31\u65e0\u6cd5\u5224\u65ad\u7cfb\u7edf\u662f\u5426\u6210\u529f\u3002<\/p>\n<p>\u6307\u6807\u8bbe\u8ba1\u6846\u67b6&#xff1a;OSM\u6a21\u578b<\/p>\n<ul>\n<li>\u7ed3\u679c\u6307\u6807&#xff08;Outcome Metrics&#xff09;&#xff1a;\u4e1a\u52a1\u6700\u7ec8\u6210\u679c&#xff08;\u5982GMV\u589e\u957f\u3001\u5ba2\u6237\u6ee1\u610f\u5ea6&#xff09;<\/li>\n<li>\u8fc7\u7a0b\u6307\u6807&#xff08;Process Metrics&#xff09;&#xff1a;\u7cfb\u7edf\u8fd0\u884c\u6548\u7387&#xff08;\u5982\u4efb\u52a1\u5b8c\u6210\u7387\u3001\u54cd\u5e94\u65f6\u95f4&#xff09;<\/li>\n<li>\u7cfb\u7edf\u6307\u6807&#xff08;System Metrics&#xff09;&#xff1a;\u6280\u672f\u6027\u80fd\u6307\u6807&#xff08;\u5982\u51c6\u786e\u7387\u3001\u53ef\u9760\u6027\u3001\u8d44\u6e90\u5229\u7528\u7387&#xff09;<\/li>\n<\/ul>\n<p>\u7535\u5546Agent\u751f\u6001\u7684OSM\u6307\u6807\u4f53\u7cfb&#xff1a;<\/p>\n<ul>\n<li>\u7ed3\u679c\u6307\u6807&#xff1a;GMV\u589e\u957f\u7387\u3001\u5ba2\u6237\u7559\u5b58\u7387\u3001\u5e73\u5747\u8ba2\u5355\u4ef7\u503c<\/li>\n<li>\u8fc7\u7a0b\u6307\u6807&#xff1a;\u4efb\u52a1\u81ea\u52a8\u5316\u7387\u3001Agent\u534f\u4f5c\u6210\u529f\u7387\u3001\u5f02\u5e38\u5904\u7406\u65f6\u95f4<\/li>\n<li>\u7cfb\u7edf\u6307\u6807&#xff1a;Agent\u51c6\u786e\u7387&#xff08;&gt;95%&#xff09;\u3001\u7cfb\u7edf\u53ef\u7528\u6027&#xff08;&gt;99.9%&#xff09;\u3001\u5e73\u5747\u54cd\u5e94\u65f6\u95f4&#xff08;&lt;500ms&#xff09;<\/li>\n<\/ul>\n<p>\u9700\u6c42\u5efa\u6a21\u4ea4\u4ed8\u7269&#xff1a;<\/p>\n<ul>\n<li>\u5229\u76ca\u76f8\u5173\u8005\u9700\u6c42\u6587\u6863&#xff08;Stakeholder Requirements Specification&#xff09;<\/li>\n<li>\u76ee\u6807\u6a21\u578b\u56fe&#xff08;\u542bAND\/OR\u5206\u89e3&#xff09;<\/li>\n<li>\u7ea6\u675f\u6761\u4ef6\u6e05\u5355&#xff08;\u4f18\u5148\u7ea7\u6392\u5e8f&#xff09;<\/li>\n<li>\u6210\u529f\u6307\u6807\u4f53\u7cfb&#xff08;\u542b\u57fa\u51c6\u503c\u548c\u76ee\u6807\u503c&#xff09;<\/li>\n<li>\u7528\u4f8b\u56fe&#xff08;User Case Diagram&#xff09;\u548c\u573a\u666f\u63cf\u8ff0<\/li>\n<\/ul>\n<p>\u9700\u6c42\u5efa\u6a21\u9636\u6bb5\u5e73\u5747\u5e94\u5360\u6574\u4e2a\u9879\u76ee\u5468\u671f\u768415-20%&#xff0c;\u5bf9\u4e8e\u590d\u6742\u751f\u6001\u7cfb\u7edf\u53ef\u80fd\u9700\u8981\u66f4\u957f\u65f6\u95f4\u3002\u8fd9\u4e00\u9636\u6bb5\u6295\u5165\u7684\u65f6\u95f4&#xff0c;\u5c06\u5728\u540e\u7eed\u5f00\u53d1\u4e2d\u767e\u500d\u56de\u62a5\u3002<\/p>\n<h4>4.2 \u9636\u6bb5\u4e8c&#xff1a;Agent\u89d2\u8272\u8bbe\u8ba1\u4e0e\u80fd\u529b\u754c\u5b9a<\/h4>\n<p>\u5b8c\u6210\u9700\u6c42\u5efa\u6a21\u540e&#xff0c;\u6211\u4eec\u8fdb\u5165Agent\u8bbe\u8ba1\u7684\u6838\u5fc3\u73af\u8282&#xff1a;\u786e\u5b9a\u751f\u6001\u7cfb\u7edf\u9700\u8981\u54ea\u4e9bAgent&#xff0c;\u6bcf\u4e2aAgent\u7684\u89d2\u8272\u548c\u80fd\u529b\u8fb9\u754c\u3002\u8fd9\u4e0d\u662f&#034;\u5148\u8bbe\u8ba1Agent\u518d\u8003\u8651\u534f\u4f5c&#034;&#xff0c;\u800c\u662f&#034;\u57fa\u4e8e\u76ee\u6807\u548c\u6d41\u7a0b\u8bbe\u8ba1Agent\u7f51\u7edc&#034;\u3002<\/p>\n<p>\u6b65\u9aa4\u4e00&#xff1a;\u4e1a\u52a1\u6d41\u7a0b\u6620\u5c04&#xff08;Business Process Mapping&#xff09;<br \/>\n\u5c06\u76ee\u6807\u5206\u89e3\u4e3a\u5177\u4f53\u7684\u4e1a\u52a1\u6d41\u7a0b&#xff0c;\u8bc6\u522b\u6d41\u7a0b\u4e2d\u7684\u5173\u952e\u6d3b\u52a8\u548c\u51b3\u7b56\u70b9\u3002Agent\u8bbe\u8ba1\u5e94\u7d27\u5bc6\u8d34\u5408\u4e1a\u52a1\u6d41\u7a0b&#xff0c;\u907f\u514d\u4e3a\u6280\u672f\u800c\u6280\u672f\u7684&#034;Agent\u5197\u4f59&#034;\u3002<\/p>\n<p>\u6d41\u7a0b\u6620\u5c04\u5de5\u5177&#xff1a;BPMN 2.0\u6269\u5c55\u7248<br \/>\n\u5728\u6807\u51c6BPMN\u6d41\u7a0b\u56fe\u57fa\u7840\u4e0a\u589e\u52a0&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u52a8\u5316\u6f5c\u529b&#xff1a;\u6bcf\u4e2a\u6d3b\u52a8\u7684\u81ea\u52a8\u5316\u9002\u5408\u5ea6\u8bc4\u5206&#xff08;1-5\u5206&#xff09;<\/li>\n<li>\u51b3\u7b56\u590d\u6742\u5ea6&#xff1a;\u51b3\u7b56\u70b9\u7684\u590d\u6742\u5ea6\u8bc4\u5206&#xff08;1-5\u5206&#xff09;<\/li>\n<li>\u4fe1\u606f\u9700\u6c42&#xff1a;\u6d3b\u52a8\u6240\u9700\u7684\u6570\u636e\u548c\u77e5\u8bc6\u6765\u6e90<\/li>\n<li>\u4ea4\u4e92\u70b9&#xff1a;\u4e0e\u5176\u4ed6\u6d41\u7a0b\u6216\u7cfb\u7edf\u7684\u4ea4\u4e92<\/li>\n<\/ul>\n<p>\u6b65\u9aa4\u4e8c&#xff1a;Agent\u89d2\u8272\u8bc6\u522b&#xff08;Agent Role Identification&#xff09;<br \/>\n\u57fa\u4e8e\u4e1a\u52a1\u6d41\u7a0b&#xff0c;\u8bc6\u522b\u9700\u8981\u7684Agent\u89d2\u8272\u7c7b\u578b\u3002Agent\u89d2\u8272\u8bbe\u8ba1\u5e94\u9075\u5faa&#034;\u9ad8\u5185\u805a\u3001\u4f4e\u8026\u5408&#034;\u539f\u5219\u2014\u2014\u6bcf\u4e2aAgent\u4e13\u6ce8\u4e8e\u7279\u5b9a\u9886\u57df&#xff0c;\u51cf\u5c11\u4e0e\u5176\u4ed6Agent\u7684\u4e0d\u5fc5\u8981\u4f9d\u8d56\u3002<\/p>\n<p>Agent\u89d2\u8272\u5206\u7c7b\u6846\u67b6&#xff1a;<\/p>\n<ul>\n<li>\u529f\u80fd\u578bAgent&#xff1a;\u6267\u884c\u7279\u5b9a\u4e13\u4e1a\u4efb\u52a1&#xff08;\u5982\u6570\u636e\u5206\u6790\u5e08\u3001\u5ba2\u670d\u4ee3\u8868\u3001\u8d28\u91cf\u68c0\u6d4b\u5458&#xff09;<\/li>\n<li>\u534f\u8c03\u578bAgent&#xff1a;\u7ba1\u7406\u5176\u4ed6Agent\u534f\u4f5c&#xff08;\u5982\u9879\u76ee\u7ecf\u7406\u3001\u8d44\u6e90\u5206\u914d\u8005\u3001\u51b2\u7a81\u4ef2\u88c1\u8005&#xff09;<\/li>\n<li>\u63a5\u53e3\u578bAgent&#xff1a;\u8fde\u63a5\u5916\u90e8\u7cfb\u7edf\u548c\u6570\u636e&#xff08;\u5982API\u96c6\u6210Agent\u3001\u6570\u636e\u5e93Agent\u3001\u4f20\u611f\u5668Agent&#xff09;<\/li>\n<li>\u5b66\u4e60\u578bAgent&#xff1a;\u4f18\u5316\u7cfb\u7edf\u6027\u80fd&#xff08;\u5982\u6a21\u578b\u8bad\u7ec3Agent\u3001\u53cd\u9988\u5206\u6790Agent\u3001\u77e5\u8bc6\u66f4\u65b0Agent&#xff09;<\/li>\n<li>\u76d1\u7ba1\u578bAgent&#xff1a;\u786e\u4fdd\u5408\u89c4\u548c\u5b89\u5168&#xff08;\u5982\u5ba1\u8ba1Agent\u3001\u5b89\u5168\u76d1\u63a7Agent\u3001\u4f26\u7406\u5ba1\u67e5Agent&#xff09;<\/li>\n<\/ul>\n<p>Agent\u89d2\u8272\u8bc6\u522b\u51b3\u7b56\u6811&#xff1a;<\/p>\n<li>\u8be5\u6d3b\u52a8\u662f\u5426\u9700\u8981\u4e13\u4e1a\u9886\u57df\u77e5\u8bc6&#xff1f;\u2192 \u662f\u2192\u529f\u80fd\u578bAgent<\/li>\n<li>\u8be5\u6d3b\u52a8\u662f\u5426\u6d89\u53ca\u591a\u4efb\u52a1\/\u591aAgent\u534f\u8c03&#xff1f;\u2192 \u662f\u2192\u534f\u8c03\u578bAgent<\/li>\n<li>\u8be5\u6d3b\u52a8\u662f\u5426\u9700\u8981\u4e0e\u5916\u90e8\u7cfb\u7edf\u4ea4\u4e92&#xff1f;\u2192 \u662f\u2192\u63a5\u53e3\u578bAgent<\/li>\n<li>\u8be5\u6d3b\u52a8\u662f\u5426\u6d89\u53ca\u7cfb\u7edf\u4f18\u5316\u6216\u5b66\u4e60&#xff1f;\u2192 \u662f\u2192\u5b66\u4e60\u578bAgent<\/li>\n<li>\u8be5\u6d3b\u52a8\u662f\u5426\u6d89\u53ca\u5408\u89c4\/\u5b89\u5168\/\u4f26\u7406&#xff1f;\u2192 \u662f\u2192\u76d1\u7ba1\u578bAgent<\/li>\n<p>\u6b65\u9aa4\u4e09&#xff1a;\u80fd\u529b\u8fb9\u754c\u5b9a\u4e49&#xff08;Capability Boundary Definition&#xff09;<br \/>\n\u660e\u786e\u6bcf\u4e2aAgent\u7684\u80fd\u529b\u8303\u56f4&#xff1a;\u80fd\u505a\u4ec0\u4e48&#xff0c;\u4e0d\u80fd\u505a\u4ec0\u4e48&#xff0c;\u4ee5\u53ca\u9700\u8981\u4ec0\u4e48\u8d44\u6e90\u548c\u6743\u9650\u3002\u6a21\u7cca\u7684\u80fd\u529b\u8fb9\u754c\u662fAgent\u51b2\u7a81\u548c\u7cfb\u7edf\u6df7\u4e71\u7684\u4e3b\u8981\u6839\u6e90\u3002<\/p>\n<p>\u80fd\u529b\u8fb9\u754c\u6587\u6863\u6a21\u677f&#xff1a;<\/p>\n<p>Agent ID: CA-001 (\u5ba2\u6237\u5206\u6790Agent)<br \/>\n\u89d2\u8272\u63cf\u8ff0: \u5206\u6790\u5ba2\u6237\u884c\u4e3a\u6570\u636e&#xff0c;\u751f\u6210\u5ba2\u6237\u753b\u50cf\u548c\u9700\u6c42\u9884\u6d4b<br \/>\n\u80fd\u529b\u8303\u56f4:<br \/>\n&#8211; \u80fd\u505a: \u5206\u6790\u8d2d\u4e70\u5386\u53f2\u3001\u6d4f\u89c8\u884c\u4e3a\u3001\u4eba\u53e3\u7edf\u8ba1\u6570\u636e&#xff1b;\u751f\u6210\u5ba2\u6237\u5206\u7fa4&#xff1b;\u9884\u6d4b\u8d2d\u4e70\u503e\u5411<br \/>\n&#8211; \u4e0d\u80fd\u505a: \u8bbf\u95ee\u539f\u59cb\u5ba2\u6237\u8054\u7cfb\u65b9\u5f0f&#xff1b;\u4fee\u6539\u5ba2\u6237\u6570\u636e&#xff1b;\u6267\u884c\u8425\u9500\u6d3b\u52a8<br \/>\n\u8d44\u6e90\u9700\u6c42:<br \/>\n&#8211; \u6570\u636e\u8bbf\u95ee: \u5ba2\u6237\u884c\u4e3a\u6570\u636e\u5e93(\u53ea\u8bfb)\u3001\u4ea7\u54c1\u76ee\u5f55\u6570\u636e\u5e93(\u53ea\u8bfb)<br \/>\n&#8211; \u8ba1\u7b97\u8d44\u6e90: 4 CPU\u6838\u5fc3&#xff0c;16GB\u5185\u5b58<br \/>\n&#8211; \u5de5\u5177\u8c03\u7528: \u7edf\u8ba1\u5206\u6790\u5e93\u3001\u673a\u5668\u5b66\u4e60\u6a21\u578b\u670d\u52a1<br \/>\n\u6743\u9650\u7b49\u7ea7: \u6570\u636e\u8bbf\u95ee\u7b49\u7ea7B&#xff0c;\u64cd\u4f5c\u6743\u9650\u7b49\u7ea72<\/p>\n<p>\u6b65\u9aa4\u56db&#xff1a;Agent\u5173\u7cfb\u7f51\u7edc\u8bbe\u8ba1&#xff08;Agent Relationship Network&#xff09;<br \/>\n\u5b9a\u4e49Agent\u95f4\u7684\u4ea4\u4e92\u5173\u7cfb\u548c\u4f9d\u8d56\u5173\u7cfb&#xff0c;\u6784\u5efa&#034;Agent\u793e\u4ea4\u7f51\u7edc&#034;\u3002\u8fd9\u662f\u4ece\u4e2a\u4f53Agent\u5230\u751f\u6001\u7cfb\u7edf\u7684\u5173\u952e\u4e00\u6b65\u3002<\/p>\n<p>Agent\u5173\u7cfb\u7c7b\u578b&#xff1a;<\/p>\n<ul>\n<li>\u4e0a\u4e0b\u6e38\u5173\u7cfb&#xff1a;\u4fe1\u606f\u6d41\/\u4efb\u52a1\u6d41\u7684\u4f20\u9012\u5173\u7cfb&#xff08;\u5982&#034;\u6570\u636e\u91c7\u96c6Agent&#034;\u2192&#034;\u6570\u636e\u5206\u6790Agent&#034;&#xff09;<\/li>\n<li>\u534f\u4f5c\u5173\u7cfb&#xff1a;\u5171\u540c\u5b8c\u6210\u4efb\u52a1\u7684\u5408\u4f5c\u5173\u7cfb&#xff08;\u5982&#034;\u8425\u9500Agent&#034;&#043;&#034;\u9500\u552eAgent&#034;\u534f\u4f5c\u5ba2\u6237\u8f6c\u5316&#xff09;<\/li>\n<li>\u76d1\u7ba1\u5173\u7cfb&#xff1a;\u76d1\u7763\u4e0e\u88ab\u76d1\u7763\u5173\u7cfb&#xff08;\u5982&#034;\u5408\u89c4Agent&#034;\u76d1\u7ba1&#034;\u4ea4\u6613Agent&#034;&#xff09;<\/li>\n<li>\u4f9d\u8d56\u5173\u7cfb&#xff1a;\u8d44\u6e90\u6216\u80fd\u529b\u4f9d\u8d56&#xff08;\u5982&#034;\u6240\u6709Agent&#034;\u4f9d\u8d56&#034;\u65e5\u5fd7Agent&#034;\u8fdb\u884c\u884c\u4e3a\u8bb0\u5f55&#xff09;<\/li>\n<\/ul>\n<p>\u5173\u7cfb\u7f51\u7edc\u53ef\u89c6\u5316\u5de5\u5177&#xff1a;\u6709\u5411\u56fe&#xff08;Directed Graph&#xff09;<\/p>\n<ul>\n<li>\u8282\u70b9&#xff1a;Agent\u89d2\u8272<\/li>\n<li>\u6709\u5411\u8fb9&#xff1a;\u5173\u7cfb\u7c7b\u578b\u548c\u65b9\u5411<\/li>\n<li>\u8fb9\u6743\u91cd&#xff1a;\u4ea4\u4e92\u9891\u7387\u6216\u91cd\u8981\u6027<\/li>\n<\/ul>\n<p>\u6b65\u9aa4\u4e94&#xff1a;\u975e\u529f\u80fd\u6027\u9700\u6c42\u5b9a\u4e49&#xff08;Non-Functional Requirements&#xff09;<br \/>\n\u4e3a\u6bcf\u4e2aAgent\u5b9a\u4e49\u6027\u80fd\u3001\u53ef\u9760\u6027\u3001\u5b89\u5168\u6027\u7b49\u975e\u529f\u80fd\u6027\u9700\u6c42\u3002\u529f\u80fd\u51b3\u5b9a\u7cfb\u7edf&#034;\u80fd\u505a\u4ec0\u4e48&#034;&#xff0c;\u975e\u529f\u80fd\u51b3\u5b9a\u7cfb\u7edf&#034;\u505a\u5f97\u591a\u597d&#034;\u3002<\/p>\n<p>\u5173\u952e\u975e\u529f\u80fd\u6027\u9700\u6c42&#xff1a;<\/p>\n<ul>\n<li>\u6027\u80fd&#xff1a;\u54cd\u5e94\u65f6\u95f4(&lt;500ms)\u3001\u541e\u5410\u91cf(&gt;100\u8bf7\u6c42\/\u79d2)\u3001\u5e76\u53d1\u5904\u7406\u80fd\u529b<\/li>\n<li>\u53ef\u9760\u6027&#xff1a;\u53ef\u7528\u6027(&gt;99.9%)\u3001\u5bb9\u9519\u80fd\u529b\u3001\u6062\u590d\u65f6\u95f4(&lt;5\u5206\u949f)<\/li>\n<li>\u5b89\u5168\u6027&#xff1a;\u6570\u636e\u52a0\u5bc6\u3001\u8bbf\u95ee\u63a7\u5236\u3001\u653b\u51fb\u9632\u62a4<\/li>\n<li>\u53ef\u89e3\u91ca\u6027&#xff1a;\u51b3\u7b56\u900f\u660e\u5ea6\u8981\u6c42\u3001\u89e3\u91ca\u751f\u6210\u80fd\u529b<\/li>\n<li>\u53ef\u6269\u5c55\u6027&#xff1a;\u5904\u7406\u589e\u957f\u6570\u636e\/\u7528\u6237\/\u4efb\u52a1\u7684\u80fd\u529b<\/li>\n<\/ul>\n<p>Agent\u8bbe\u8ba1\u4ea4\u4ed8\u7269&#xff1a;<\/p>\n<ul>\n<li>Agent\u89d2\u8272\u6e05\u5355&#xff08;\u542b\u63cf\u8ff0\u548c\u5206\u7c7b&#xff09;<\/li>\n<li>\u80fd\u529b\u8fb9\u754c\u6587\u6863&#xff08;\u6bcf\u4e2aAgent\u4e00\u4efd&#xff09;<\/li>\n<li>Agent\u5173\u7cfb\u7f51\u7edc\u56fe&#xff08;\u53ef\u89c6\u5316&#xff09;<\/li>\n<li>\u975e\u529f\u80fd\u6027\u9700\u6c42\u89c4\u683c\u8bf4\u660e\u4e66<\/li>\n<li>Agent\u80fd\u529b\u77e9\u9635&#xff08;\u89d2\u8272-\u80fd\u529b\u5bf9\u5e94\u8868&#xff09;<\/li>\n<\/ul>\n<p>\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u5728\u8bbe\u8ba1\u6295\u8d44\u987e\u95eeAgent\u751f\u6001\u65f6&#xff0c;\u56e0\u672a\u660e\u786eAgent\u80fd\u529b\u8fb9\u754c&#xff0c;\u5bfc\u81f4&#034;\u98ce\u9669\u8bc4\u4f30Agent&#034;\u548c&#034;\u6295\u8d44\u63a8\u8350Agent&#034;\u91cd\u590d\u8ba1\u7b97\u98ce\u9669\u6307\u6807&#xff0c;\u4e0d\u4ec5\u6d6a\u8d39\u8d44\u6e90&#xff0c;\u8fd8\u56e0\u7b97\u6cd5\u5dee\u5f02\u4ea7\u751f\u51b3\u7b56\u51b2\u7a81&#xff0c;\u9020\u6210\u5ba2\u6237\u6295\u8d44\u5efa\u8bae\u4e0d\u4e00\u81f4\u3002\u8fd9\u4e00\u6559\u8bad\u51f8\u663e\u4e86\u6e05\u6670Agent\u8bbe\u8ba1\u7684\u91cd\u8981\u6027\u3002<\/p>\n<h4>4.3 \u9636\u6bb5\u4e09&#xff1a;\u63d0\u793a\u5de5\u7a0b\u67b6\u6784\u8bbe\u8ba1&#xff08;Agent\u7684&#034;\u601d\u7ef4\u7f16\u7a0b&#034;&#xff09;<\/h4>\n<p>\u63d0\u793a\u5de5\u7a0b\u67b6\u6784\u8bbe\u8ba1\u662fAgentic\u751f\u6001\u7684&#034;\u7075\u9b42\u8bbe\u8ba1&#034;\u9636\u6bb5&#xff0c;\u51b3\u5b9a\u4e86Agent\u5982\u4f55\u601d\u8003\u3001\u6c9f\u901a\u548c\u884c\u52a8\u3002\u8fd9\u4e0d\u662f\u7b80\u5355\u7f16\u5199\u63d0\u793a\u8bcd&#xff0c;\u800c\u662f\u8bbe\u8ba1\u7cfb\u7edf\u5316\u7684\u63d0\u793a\u6846\u67b6\u548c\u4ea4\u4e92\u534f\u8bae\u3002<\/p>\n<p>\u6b65\u9aa4\u4e00&#xff1a;\u63d0\u793a\u67b6\u6784\u5206\u5c42\u8bbe\u8ba1&#xff08;Prompt Architecture Layer&#xff09;<br 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