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\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0cICLR 2025 \u8bba\u6587\u300aInternet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence\u300b\u63d0\u51fa\u4e86\u201cInternet of Agents\uff08IoA\uff09\u201d\u6846\u67b6\uff0c\u5c1d\u8bd5\u50cf\u4e92\u8054\u7f51\u8fde\u63a5\u4eba\u7c7b\u4e00\u6837\uff0c\u5c06\u4e0d\u540c\u80fd\u529b\u3001\u4e0d\u540c\u5e73\u53f0\u3001\u4e0d\u540c\u8bbe\u5907\u4e0a\u7684\u5f02\u6784\u667a\u80fd\u4f53\u8fde\u63a5\u8d77\u6765\uff0c\u6784\u5efa\u4e00\u4e2a\u5f00\u653e\u3001\u81ea\u7ec4\u7ec7\u3001\u53ef\u52a8\u6001\u534f\u4f5c\u7684\u201c\u667a\u80fd\u4f53\u4e92\u8054\u7f51\u201d\u3002\u8be5\u5de5\u4f5c\u4e0d\u4ec5\u91cd\u65b0\u5b9a\u4e49\u4e86\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u7ec4\u7ec7\u65b9\u5f0f\uff0c\u4e5f\u4e3a\u672a\u6765 AI Agent \u7684\u5927\u89c4\u6a21\u534f\u540c\u63d0\u4f9b\u4e86\u65b0\u7684\u57fa\u7840\u8bbe\u65bd\u8303\u5f0f\u3002<\/p>\n\n\n

\n
\"\u300aInternet<\/figure>\n<\/div>\n\n\n

\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u95ee\u9898\u52a8\u673a<\/h1>\n\n\n\n

\u8fd1\u5e74\u6765\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u7a81\u7834\u63a8\u52a8\u4e86\u667a\u80fd\u4f53\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\u3002\u667a\u80fd\u4f53\u5df2\u7ecf\u4e0d\u518d\u53ea\u662f\u7b80\u5355\u7684\u95ee\u7b54\u5de5\u5177\uff0c\u800c\u662f\u9010\u6e10\u5177\u5907\u4efb\u52a1\u89c4\u5212\u3001\u5de5\u5177\u8c03\u7528\u3001\u4ee3\u7801\u6267\u884c\u3001\u77e5\u8bc6\u68c0\u7d22\u4e43\u81f3\u81ea\u4e3b\u51b3\u7b56\u7b49\u80fd\u529b\u3002\u5728\u8fd9\u4e00\u8d8b\u52bf\u4e0b\uff0c\u591a\u667a\u80fd\u4f53\u534f\u4f5c\uff08Multi-Agent Collaboration\uff09\u6210\u4e3a\u63d0\u5347\u7cfb\u7edf\u590d\u6742\u4efb\u52a1\u5904\u7406\u80fd\u529b\u7684\u91cd\u8981\u65b9\u5411\u3002<\/p>\n\n\n\n

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\u8bba\u6587\u6307\u51fa\uff0c\u771f\u6b63\u7684\u667a\u80fd\u534f\u4f5c\u7f51\u7edc\u5e94\u5f53\u5177\u5907\u7c7b\u4f3c\u4e92\u8054\u7f51\u7684\u5f00\u653e\u6027\u4e0e\u81ea\u6cbb\u6027\u3002\u672a\u6765\u7684 Agent \u7cfb\u7edf\u4e0d\u5e94\u53ea\u662f\u201c\u591a\u4e2a Agent \u7684\u7b80\u5355\u7ec4\u5408\u201d\uff0c\u800c\u5e94\u5f62\u6210\u4e00\u4e2a\u80fd\u591f\u52a8\u6001\u7ec4\u7ec7\u3001\u81ea\u4e3b\u901a\u4fe1\u3001\u81ea\u9002\u5e94\u534f\u540c\u7684\u667a\u80fd\u7f51\u7edc\u3002\u57fa\u4e8e\u8fd9\u4e00\u52a8\u673a\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86 Internet of Agents\uff08IoA\uff09\u6846\u67b6\uff0c\u5e0c\u671b\u6784\u5efa\u4e00\u79cd\u9762\u5411\u5f00\u653e\u73af\u5883\u7684\u5f02\u6784\u667a\u80fd\u4f53\u534f\u4f5c\u4f53\u7cfb\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u4f20\u7edf\u65b9\u6cd5\u7684\u5c40\u9650\u6027<\/h1>\n\n\n\n

\u8bba\u6587\u7cfb\u7edf\u5206\u6790\u4e86\u5f53\u524d\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u5b58\u5728\u7684\u4e09\u7c7b\u6838\u5fc3\u95ee\u9898\u3002<\/p>\n\n\n\n

\u9996\u5148\uff0c\u73b0\u6709\u65b9\u6cd5\u666e\u904d\u5b58\u5728\u201c\u751f\u6001\u5b64\u5c9b\u201d\u95ee\u9898\u3002\u8bb8\u591a Agent \u6846\u67b6\u4ec5\u652f\u6301\u81ea\u8eab\u751f\u6001\u5185\u90e8\u7684\u667a\u80fd\u4f53\u534f\u4f5c\uff0c\u4e0d\u540c\u5e73\u53f0\u4e4b\u95f4\u7f3a\u4e4f\u7edf\u4e00\u7684\u901a\u4fe1\u534f\u8bae\u4e0e\u63a5\u53e3\u6807\u51c6\u3002\u8fd9\u5bfc\u81f4\u7b2c\u4e09\u65b9 Agent \u96be\u4ee5\u63a5\u5165\uff0c\u4e5f\u9650\u5236\u4e86\u7cfb\u7edf\u80fd\u529b\u7684\u6269\u5c55\u6027\u4e0e\u591a\u6837\u6027\u3002<\/p>\n\n\n\n

\u5176\u6b21\uff0c\u4f20\u7edf\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u5927\u591a\u4f9d\u8d56\u5355\u8bbe\u5907\u8fd0\u884c\u3002\u5927\u91cf\u7814\u7a76\u662f\u5728\u5355\u673a\u73af\u5883\u4e2d\u6a21\u62df\u591a\u4e2a Agent \u7684\u534f\u4f5c\u8fc7\u7a0b\uff0c\u800c\u771f\u5b9e\u4e16\u754c\u4e2d\u7684\u667a\u80fd\u4f53\u5f80\u5f80\u5206\u5e03\u4e8e\u4e91\u7aef\u3001\u8fb9\u7f18\u8bbe\u5907\u751a\u81f3\u79fb\u52a8\u7ec8\u7aef\u3002\u5355\u673a\u6a21\u62df\u96be\u4ee5\u652f\u6491\u672a\u6765\u5927\u89c4\u6a21\u5206\u5e03\u5f0f Agent \u7f51\u7edc\u7684\u53d1\u5c55\u9700\u6c42\u3002<\/p>\n\n\n\n

\u6700\u540e\uff0c\u73b0\u6709\u7cfb\u7edf\u901a\u5e38\u91c7\u7528\u56fa\u5b9a\u901a\u4fe1\u6d41\u7a0b\u3002\u4efb\u52a1\u6267\u884c\u987a\u5e8f\u3001\u89d2\u8272\u5206\u5de5\u4ee5\u53ca\u72b6\u6001\u8f6c\u6362\u5927\u591a\u4f9d\u8d56\u4eba\u5de5\u9884\u5b9a\u4e49\u89c4\u5219\uff0c\u7f3a\u4e4f\u81ea\u4e3b\u8c03\u6574\u80fd\u529b\u3002\u8fd9\u79cd\u201c\u786c\u7f16\u7801\u5f0f\u534f\u4f5c\u201d\u867d\u7136\u4fbf\u4e8e\u5b9e\u73b0\uff0c\u4f46\u96be\u4ee5\u5e94\u5bf9\u5f00\u653e\u73af\u5883\u4e2d\u7684\u590d\u6742\u52a8\u6001\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u6362\u8a00\u4e4b\uff0c\u4f20\u7edf\u65b9\u6cd5\u66f4\u50cf\u662f\u201c\u9759\u6001\u5de5\u4f5c\u6d41\u7cfb\u7edf\u201d\uff0c\u800c\u4e0d\u662f\u4e00\u4e2a\u771f\u6b63\u5177\u5907\u5f00\u653e\u534f\u4f5c\u80fd\u529b\u7684\u667a\u80fd\u7f51\u7edc\u3002<\/p>\n\n\n\n

\u4e09\u3001\u8bba\u6587\u7684\u6838\u5fc3\u601d\u60f3\u4e0e\u521b\u65b0\u70b9<\/h1>\n\n\n\n

\u9488\u5bf9\u4e0a\u8ff0\u95ee\u9898\uff0c\u8bba\u6587\u63d0\u51fa\u4e86 Internet of Agents\uff08IoA\uff09\u6846\u67b6\uff0c\u5176\u6838\u5fc3\u601d\u60f3\u662f\uff1a\u4ee5\u4e92\u8054\u7f51\u7684\u7ec4\u7ec7\u65b9\u5f0f\u6784\u5efa\u667a\u80fd\u4f53\u534f\u4f5c\u7cfb\u7edf\uff0c\u4f7f\u5f02\u6784 Agent \u80fd\u591f\u50cf\u4e92\u8054\u7f51\u4e2d\u7684\u8282\u70b9\u4e00\u6837\u5b9e\u73b0\u52a8\u6001\u8fde\u63a5\u4e0e\u81ea\u4e3b\u534f\u540c\u3002<\/p>\n\n\n\n

\u8bba\u6587\u9996\u5148\u63d0\u51fa\u4e86 Agent Integration Protocol\uff08\u667a\u80fd\u4f53\u63a5\u5165\u534f\u8bae\uff09\u3002\u8be5\u534f\u8bae\u4e3a\u4e0d\u540c Agent \u63d0\u4f9b\u7edf\u4e00\u63a5\u53e3\uff0c\u4f7f\u7b2c\u4e09\u65b9\u667a\u80fd\u4f53\u80fd\u591f\u4ee5\u6807\u51c6\u5316\u65b9\u5f0f\u63a5\u5165\u7cfb\u7edf\u3002\u8fd9\u4e00\u8bbe\u8ba1\u7c7b\u4f3c\u4e8e\u4e92\u8054\u7f51\u4e2d\u7684 TCP\/IP \u534f\u8bae\uff0c\u4e3a\u5f02\u6784 Agent \u7684\u4e92\u8054\u4e92\u901a\u63d0\u4f9b\u4e86\u57fa\u7840\u3002<\/p>\n\n\n\n

\u5176\u6b21\uff0c\u8bba\u6587\u63d0\u51fa\u4e86 Autonomous Nested Team Formation\uff08\u81ea\u4e3b\u5d4c\u5957\u56e2\u961f\u673a\u5236\uff09\u3002\u4e0e\u4f20\u7edf\u56fa\u5b9a Pipeline \u4e0d\u540c\uff0cIoA \u4e2d\u7684 Agent \u53ef\u4ee5\u6839\u636e\u4efb\u52a1\u9700\u6c42\u52a8\u6001\u521b\u5efa\u5b50\u56e2\u961f\uff0c\u5e76\u8fdb\u4e00\u6b65\u9012\u5f52\u5f62\u6210\u66f4\u6df1\u5c42\u6b21\u7684\u534f\u4f5c\u7ed3\u6784\u3002\u4f8b\u5982\uff0c\u5728\u8bba\u6587\u5199\u4f5c\u4efb\u52a1\u4e2d\uff0c\u4e00\u4e2a\u4e3b\u56e2\u961f\u53ef\u4ee5\u81ea\u52a8\u751f\u6210\u201c\u6587\u732e\u68c0\u7d22\u56e2\u961f\u201d\u201cPDF \u9605\u8bfb\u56e2\u961f\u201d\u201c\u4ee3\u7801\u6267\u884c\u56e2\u961f\u201d\u7b49\u591a\u4e2a\u5b50\u56e2\u961f\uff0c\u4ece\u800c\u5f62\u6210\u7c7b\u4f3c\u7ec4\u7ec7\u7ed3\u6784\u7684\u6811\u72b6\u534f\u4f5c\u4f53\u7cfb\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u8bba\u6587\u8fd8\u63d0\u51fa\u4e86 Autonomous Conversation Flow Control\uff08\u81ea\u4e3b\u4f1a\u8bdd\u6d41\u63a7\u5236\u673a\u5236\uff09\u3002\u4f5c\u8005\u5c06 Agent \u95f4\u7684\u901a\u4fe1\u8fc7\u7a0b\u5efa\u6a21\u4e3a\u6709\u9650\u72b6\u6001\u673a\uff08FSM\uff09\uff0c\u5305\u62ec\u8ba8\u8bba\u3001\u4efb\u52a1\u540c\u6b65\u3001\u5f02\u6b65\u6267\u884c\u3001\u6682\u505c\u7b49\u5f85\u4ee5\u53ca\u603b\u7ed3\u7b49\u72b6\u6001\u3002\u4e0d\u540c\u4e8e\u4f20\u7edf\u7cfb\u7edf\u4e2d\u4eba\u5de5\u5b9a\u4e49\u72b6\u6001\u8f6c\u6362\u89c4\u5219\uff0cIoA \u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u81ea\u4e3b\u51b3\u5b9a\u4e0b\u4e00\u9636\u6bb5\u7684\u534f\u4f5c\u72b6\u6001\u4ee5\u53ca\u53d1\u8a00\u4e3b\u4f53\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u52a0\u7075\u6d3b\u7684\u52a8\u6001\u534f\u540c\u3002<\/p>\n\n\n\n

\u4ece\u672c\u8d28\u4e0a\u770b\uff0c\u8fd9\u7bc7\u8bba\u6587\u6700\u5927\u7684\u521b\u65b0\u5e76\u4e0d\u4ec5\u4ec5\u5728\u4e8e\u201c\u591a\u667a\u80fd\u4f53\u201d\uff0c\u800c\u5728\u4e8e\u5c06\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u4ece\u201c\u9759\u6001\u6d41\u6c34\u7ebf\u201d\u63a8\u8fdb\u5230\u201c\u4e92\u8054\u7f51\u5f0f\u667a\u80fd\u7f51\u7edc\u201d\u3002\u8bba\u6587\u5c1d\u8bd5\u56de\u7b54\u4e00\u4e2a\u66f4\u6df1\u5c42\u7684\u95ee\u9898\uff1a\u672a\u6765\u7684 AI Agent \u662f\u5426\u80fd\u591f\u50cf\u4e92\u8054\u7f51\u4e2d\u7684\u4eba\u7c7b\u4e00\u6837\uff0c\u5b9e\u73b0\u5f00\u653e\u3001\u81ea\u6cbb\u3001\u52a8\u6001\u7684\u5927\u89c4\u6a21\u534f\u540c\u3002<\/p>\n\n\n\n

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\"\u300aInternet<\/figure>\n\n\n\n

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\u4e94\u3001\u603b\u7ed3\u4e0e\u5c55\u671b<\/h1>\n\n\n\n

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\u968f\u7740 AI Agent \u6570\u91cf\u4e0e\u590d\u6742\u5ea6\u7684\u6301\u7eed\u63d0\u5347\uff0c\u672a\u6765\u7684\u667a\u80fd\u7cfb\u7edf\u5f88\u53ef\u80fd\u4e0d\u518d\u4f9d\u8d56\u5355\u4e00\u8d85\u5927\u6a21\u578b\uff0c\u800c\u662f\u7531\u5927\u91cf\u5f02\u6784 Agent \u901a\u8fc7\u7c7b\u4f3c\u4e92\u8054\u7f51\u7684\u65b9\u5f0f\u534f\u540c\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002IoA \u7684\u63d0\u51fa\uff0c\u6b63\u662f\u8fc8\u5411\u8fd9\u4e00\u672a\u6765\u7684\u91cd\u8981\u4e00\u6b65\u3002<\/p>\n\n\n\n

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