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\"\u6d59\u5927\u63a8\u51fa\u8ba9AI\u4f1a\u300c\u5bfc\u6f14\u300d\u7684\u89d2\u8272\u626e\u6f14\u6846\u67b6\uff01\u56db\u901a\u9053\u6d88\u606f\u6c89\u6d78\u5f0f\u4ea4\u4e92\"\/<\/div><\/figure>\n
\"\u6d59\u5927\u63a8\u51fa\u8ba9AI\u4f1a\u300c\u5bfc\u6f14\u300d\u7684\u89d2\u8272\u626e\u6f14\u6846\u67b6\uff01\u56db\u901a\u9053\u6d88\u606f\u6c89\u6d78\u5f0f\u4ea4\u4e92\"\/<\/div><\/figure>\n
\"\u6d59\u5927\u63a8\u51fa\u8ba9AI\u4f1a\u300c\u5bfc\u6f14\u300d\u7684\u89d2\u8272\u626e\u6f14\u6846\u67b6\uff01\u56db\u901a\u9053\u6d88\u606f\u6c89\u6d78\u5f0f\u4ea4\u4e92\"\/<\/div><\/figure>\n

AI\u80fd\u5b9e\u73b0\u771f\u6b63\u7684\u6c89\u6d78\u5f0f\u626e\u6f14\u4e86\u3002<\/p>\n

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\u73af\u5883\u4fe1\u606f\u672a\u88ab\u5145\u5206\u5efa\u6a21\uff0c\u573a\u666f\u4e0e\u89d2\u8272\u4e5f\u591a\u4e3a\u9759\u6001\uff0c\u96be\u4ee5\u652f\u6491\u591a\u89d2\u8272\u8c03\u5ea6\u3001\u573a\u666f\u5207\u6362\u3001\u52a8\u6001\u5f15\u5165\u65b0\u4eba\u7b49\u590d\u6742\u53d9\u4e8b\u9700\u6c42\u3002<\/p>\n

\u73b0\u5728\uff0c\u6d59\u6c5f\u5927\u5b66\u8054\u5408\u817e\u8baf\u4f18\u56fe\u5b9e\u9a8c\u5ba4\u63d0\u51faAdaMARP\uff08Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing\uff09\u2014\u2014<\/p>\n

\u4e00\u79cd\u9762\u5411\u901a\u7528\u6c89\u6d78\u5f0f\u89d2\u8272\u626e\u6f14\u7684\u81ea\u9002\u5e94\u591a\u667a\u80fd\u4f53\u4ea4\u4e92\u6846\u67b6\u3002<\/p>\n

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\u4e0d\u5c11\u5de5\u4f5c\u53ea\u5efa\u6a21\u89d2\u8272\u7684\u53f0\u8bcd\uff08Speech\uff09\uff1b\u540e\u6765\u6709\u7814\u7a76\u52a0\u5165\u4e86\u52a8\u4f5c\uff08Action\uff09\u6216\u5185\u5fc3\u72ec\u767d\uff08Thought\uff09\uff0c\u4f46\u5728\u53d9\u4e8b\u4e2d\uff0c\u73af\u5883\u5e76\u975e\u53ef\u6709\u53ef\u65e0\u7684\u88c5\u9970\u3002<\/p>\n

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AdaMARP\u4ece\u4e24\u4e2a\u65b9\u5411\u56de\u5e94\u4e0a\u8ff0\u95ee\u9898\u3002<\/p>\n

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\u5404\u73af\u8282\u5747\u7531\u573a\u666f\u7ba1\u7406\u5668\u8c03\u5ea6\uff0c\u9700\u8981\u6ce8\u610f\u7684\u662f\u672c\u6848\u4f8b\u4ec5\u4ec5\u7528\u4e8e\u7406\u89e3\uff0c\u7701\u7565\u4e86\u90e8\u5206\u7ec6\u8282\u4f8b\u5982\u8be6\u7ec6\u7684\u89d2\u8272\u6863\u6848\u3001\u89d2\u8272\u52a8\u673a\u573a\u666f\u7ba1\u7406\u5668\u7684\u539f\u59cb\u8f93\u51fa\u7b49<\/p>\n

\u89d2\u8272\uff1a\u798f\u5c14\u6469\u65af\u3001\u534e\u751f\u3002<\/p>\n

\u521d\u59cb\u573a\u666f\uff1a\u4f26\u6566\u4e1c\u533a\u67d0\u5bd3\u6240\u4e09\u5c42\uff0c\u6848\u53d1\u540e\u7684\u6df1\u591c\u3002\u539a\u91cd\u7684\u7a97\u5e18\u534a\u63a9\uff0c\u7164\u6c14\u706f\u5728\u98ce\u4e2d\u6447\u66f3\uff0c\u5728\u5899\u9762\u4e0a\u6295\u4e0b\u6643\u52a8\u7684\u5f71\u5b50\u3002\u58c1\u7089\u5df2\u7184\uff0c\u4f59\u70ec\u65c1\u7684\u5730\u6bef\u4e0a\u6709\u4e00\u5c0f\u5757\u51dd\u56fa\u7684\u8721\u75d5\uff0c\u4e0d\u8fdc\u5904\u6563\u843d\u7740\u51e0\u6839\u70e7\u5c3d\u7684\u706b\u67f4\u3002\u798f\u5c14\u6469\u65af\u4e0e\u534e\u751f\u7acb\u4e8e\u73b0\u573a\u4e2d\u592e\uff0c\u7a97\u5916\u9690\u7ea6\u4f20\u6765\u6cf0\u6664\u58eb\u6cb3\u4e0a\u7684\u6c7d\u7b1b\u58f0\u3002<\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u798f\u5c14\u6469\u65af\uff1a<\u7164\u6c14\u706f\u660f\u9ec4\uff0c\u8721\u75d5\u5728\u9634\u5f71\u4e2d\u9690\u7ea6\u53ef\u89c1> [\u70db\u6cea\u7684\u4f4d\u7f6e\u548c\u5f62\u72b6\u2026\u2026\u5a5a\u793c\u8721\u70db\uff0c\u800c\u4e14\u662f\u5de6\u624b\u6301\u70db]\uff08\u8e72\u4e0b\u8eab\u637b\u8d77\u788e\u5c51\u55c5\u4e86\u55c5\uff0c\u7ad9\u8d77\u8eab\uff09\u534e\u751f\uff0c\u53bb\u67e5\u67e5\u6700\u8fd1\u4e09\u4e2a\u6708\u5185\u4e3e\u529e\u8fc7\u5a5a\u793c\u3001\u4e14\u5bb6\u4e2d\u6709\u4eba\u5de6\u6487\u5b50\u7684\u5bb6\u5ead\u3002<\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u534e\u751f\uff1a\uff08\u70b9\u70b9\u5934\uff09\u660e\u767d\uff08\u63a8\u95e8\u800c\u51fa\uff09<\u8d70\u5eca\u91cc\u4f20\u6765\u6e10\u8fdc\u7684\u811a\u6b65\u58f0\uff0c\u968f\u540e\u662f\u9a6c\u8f66\u9a76\u79bb\u7684\u58f0\u54cd><\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u798f\u5c14\u6469\u65af\uff1a\uff08\u6458\u4e0b\u793c\u5e3d\uff0c\u5fae\u5fae\u9894\u9996\uff09\u592b\u4eba\uff0c\u6848\u53d1\u5f53\u665a\u516b\u70b9\u5230\u4e5d\u70b9\uff0c\u60a8\u662f\u5426\u542c\u89c1\u4e09\u697c\u6709\u4efb\u4f55\u5f02\u5e38\u58f0\u54cd\uff1f<\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u623f\u4e1c\u592a\u592a\uff1a<\u4e0b\u610f\u8bc6\u5730\u77a5\u5411\u58c1\u7089\u4e0a\u7684\u65f6\u949f><\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u798f\u5c14\u6469\u65af\uff1a[\u5979\u5728\u56de\u907f\u5177\u4f53\u65f6\u95f4]\uff08\u7528\u70df\u6597\u8f7b\u8f7b\u6572\u4e86\u6572\u684c\u9762\uff09\u90a3\u6bb5\u65f6\u95f4\uff0c\u60a8\u7a76\u7adf\u5728\u54ea\u91cc\uff1f<\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u623f\u4e1c\u592a\u592a\uff1a\uff08\u54ac\u4e86\u54ac\u5634\u5507\uff0c\u6b63\u8981\u5f00\u53e3\u2014\u2014\uff09<\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u573a\u666f\u7ba1\u7406\u5668<\/p>\n

\u96f7\u65af\u5782\u5fb7\uff1a\u798f\u5c14\u6469\u65af\u5148\u751f\uff0c\u6211\u4eec\u53d1\u73b0\u4e86\u65b0\u7684\u8bc1\u4eba\uff0c\u9a6c\u8f66\u592b\u8bf4\u4ed6\u5f53\u665a\u8f7d\u8fc7\u4e00\u540d\u9ed1\u8863\u7537\u5b50\u2026\u2026\u2026\u2026<\/p>\n

\u521d\u59cb\u573a\u666f\u3001\u53d1\u8a00\u8c03\u5ea6\u3001\u573a\u666f\u5207\u6362\u3001\u89d2\u8272\u5f15\u5165\u5747\u7531\u573a\u666f\u7ba1\u7406\u5668\u9a71\u52a8\uff0c\u4e14\u6bcf\u6b65\u5747\u4ee5\u300c\u9009\u62e9\u7684\u52a8\u4f5c\u4e3a\uff1aAction_name | \u7406\u7531\uff1aReason\u300d\u7684\u5f62\u5f0f\u53ef\u89e3\u91ca\u3002<\/p>\n

\u8fd9\u79cd\u7ed3\u6784\u5316\u3001\u591a\u901a\u9053\u3001\u591a\u573a\u666f\u3001\u591a\u89d2\u8272\u7684\u8fde\u8d2f\u53d9\u4e8b\uff0c\u6070\u6070\u662fAdaMARP\u65e8\u5728\u652f\u6491\u7684\u63a2\u6848\u8282\u594f\u3002<\/p>\n

\u8bad\u7ec3\u6570\u636e\uff1a\u4ece\u6587\u5b66\u63d0\u53d6+\u4ece\u4e3b\u9898\u5408\u6210<\/p>\n

\u4e3a\u8bad\u7ec3\u4e0a\u8ff0\u80fd\u529b\uff0c\u7814\u7a76\u56e2\u961f\u6784\u5efa\u4e86\u4e24\u4e2a\u6570\u636e\u96c6\uff0c\u5206\u522b\u9762\u5411Actor\u6a21\u578b\u548c\u573a\u666f\u7ba1\u7406\u5668\u3002<\/p>\n

AdaRPSet\u9762\u5411Actor\u6a21\u578b\uff0c\u7531\u4e24\u4e2a\u4e92\u8865\u5b50\u96c6\u6784\u6210\uff1a<\/p>\n

\u4eceGoodreads\u300c\u6700\u4f73\u4e66\u7c4d\u300d\u699c\u5355\u9009\u53d681\u672c\u4ee3\u8868\u6027\u6587\u5b66\u4f5c\u54c1\uff0c\u7ecf\u4e09\u9636\u6bb5\u7ba1\u9053\u6784\u5efa\uff1a<\/p>\n

(1) \u5206\u5757\uff1a\u6309\u7ae0\u8282\u5207\u5206\u5e76\u5408\u5e76\u4e3a\u5408\u9002\u957f\u5ea6\u7684\u6587\u672c\u5757\uff1b<\/p>\n

(2) LLM\u63d0\u53d6\uff1a\u8bc6\u522b\u8fde\u8d2f\u573a\u666f\u4e0e\u591a\u89d2\u8272\u4e92\u52a8\u8f68\u8ff9\uff0c\u5c06\u5bf9\u8bdd\u76f4\u63a5\u8f6c\u5316\u4e3a\u7edf\u4e00\u7684Thought\u2013Action\u2013Environment\u2013Speech \u683c\u5f0f\uff0c\u4e25\u683c\u533a\u5206\u89d2\u8272\u52a8\u4f5c\u4e0e\u73af\u5883\u4fe1\u53f7\uff1b<\/p>\n

(3) \u89d2\u8272\u753b\u50cf\u751f\u6210\uff1a\u6309\u89d2\u8272\u805a\u5408\u5168\u4e66\u8bc1\u636e\uff0c\u5408\u6210\u4e03\u7ef4\u753b\u50cf\uff08\u8eab\u4efd\u4e0e\u5916\u8c8c\u3001\u6027\u683c\u4e0e\u5fc3\u7406\u3001\u8bf4\u8bdd\u98ce\u683c\u3001\u80fd\u529b\u5174\u8da3\u3001\u793e\u4f1a\u80cc\u666f\u3001\u4e2a\u4eba\u7ecf\u5386\u3001\u4eba\u9645\u5173\u7cfb\uff09\u3002<\/p>\n

\u6bcf\u6761\u8f68\u8ff9\u91c7\u7528\u591a\u89c6\u89d2\u589e\u5f3a\uff1a\u540c\u4e00\u573a\u666f\u4e0b\uff0c\u8f6e\u6d41\u6307\u5b9a\u4e0d\u540c\u89d2\u8272\u4e3a\u4e3b\u89d2\uff0c\u5176\u4f59\u4e3aNPC\uff0c\u4ece\u800c\u6269\u5c55\u8bad\u7ec3\u6837\u672c\u3002<\/p>\n

\u63d0\u53d6\u6570\u636e\u5929\u7136\u5177\u6709\u6587\u5b66\u8d28\u611f\u4e0e\u4eba\u5473\uff0c\u9002\u5408\u5b66\u4e60\u683c\u5f0f\u89c4\u8303\u4e0e\u57fa\u7840\u6f14\u7ece\u80fd\u529b\u3002<\/p>\n

\u6587\u5b66\u63d0\u53d6\u7684\u8f68\u8ff9\u591a\u4e3a\u5355\u573a\u666f\u3001\u89d2\u8272\u56fa\u5b9a\u7684\u4e92\u52a8\uff0c\u5bf9\u573a\u666f\u5207\u6362\u4e0e\u52a8\u6001\u5f15\u5165\u65b0\u89d2\u8272\u7684\u8986\u76d6\u4e0d\u8db3\u3002<\/p>\n

\u7814\u7a76\u56e2\u961f\u56e0\u6b64\u6784\u5efa\u5408\u6210\u6570\u636e\uff1a\u572820\u7c7b\u4e3b\u9898\uff08\u5192\u9669\u3001\u63a2\u7d22\u3001\u63a2\u6848\u3001\u89e3\u8c1c\u3001\u5bc6\u8c0b\u3001\u8425\u6551\u3001\u9003\u4ea1\u3001\u6218\u6597\u3001\u6d6a\u6f2b\u3001\u53cb\u8c0a\u3001\u7ade\u4e89\u3001\u80cc\u53db\u3001\u548c\u89e3\u3001\u8c08\u5224\u3001\u7b56\u7565\u3001\u9b54\u6cd5\u3001\u672b\u4e16\u7b49\uff09\u4e0b\uff0c\u7531LLM\u751f\u6210\u60c5\u8282\u7ea7\u8f68\u8ff9\u3002<\/p>\n

\u6bcf\u6761\u8f68\u8ff9\u660e\u786e\u5305\u542b\uff1a\u521d\u59cb\u60c5\u5883\u3001\u4e3b\u63a7\u89d2\u8272\u4e0e\u591a\u4e2a\u8f85\u52a9\u89d2\u8272\u3001\u591a\u8f6e\u5bf9\u8bdd\uff08\u7edf\u4e00\u683c\u5f0f\uff09\uff0c\u4ee5\u53ca\u573a\u666f\u7ba1\u7406\u5668\u7684\u63a7\u5236\u6d88\u606f\uff08\u5982 switch_scene\u3001add_role\uff09\u3002<\/p>\n

\u6bcf\u6761\u8f68\u8ff9\u81f3\u5c11\u5305\u542b\u4e00\u6b21\u573a\u666f\u5207\u6362\u548c\u4e00\u6b21\u89d2\u8272\u5f15\u5165\uff0c\u7528\u4ee5\u5f3a\u5316\u6a21\u578b\u5bf9\u52a8\u6001\u53d9\u4e8b\u7684\u9002\u5e94\u80fd\u529b\u3002<\/p>\n

\u5408\u6210\u6570\u636e\u4e0e\u63d0\u53d6\u6570\u636e\u5728\u8bad\u7ec3\u65f6\u5408\u5e76\uff0c\u4f7fActor\u6a21\u578b\u65e2\u80fd\u5b66\u683c\u5f0f\u4e0e\u4eba\u5473\uff0c\u53c8\u80fd\u5b66\u52a8\u6001\u8c03\u5ea6\u4e0b\u7684\u6f14\u7ece\u3002<\/p>\n

\u5173\u4e8e\u4e24\u4e2a\u4e92\u8865\u5b50\u96c6\u5bf9\u5e94\u7684\u7ec6\u8282\u4fe1\u606f\u5982\u4e0b\u8868\u6240\u793a\u3002<\/p>\n

\u5176\u4e2dPlots\u6307\u7684\u662f\u521d\u59cb\u60c5\u8282\u7247\u6bb5\uff08\u5305\u542b\u521d\u59cb\u573a\u666f\u548c\u521d\u59cb\u89d2\u8272\uff09\u7684\u6570\u91cf\uff0cRoles\u6307\u7684\u662f\u4e0d\u91cd\u590d\u7684\u89d2\u8272\u6570\u91cf\uff0cConvs\u6307\u7684\u662f\u6307\u7684\u662f\u5b8c\u6574\u7684\u89d2\u8272\u626e\u6f14\u8bb0\u5f55\uff08\u521d\u59cb\u60c5\u8282\u7247\u6bb5\u548c\u884d\u751f\u7684\u4e0d\u540c\u5bf9\u8bdd\u8f68\u8ff9\uff09\u7684\u6570\u91cf\uff0cUtterances\u6307\u7684\u662f\u6240\u6709\u89d2\u8272\u626e\u6f14\u8bb0\u5f55\u4e2d\u5bf9\u8bdd\u7684\u6570\u91cf\uff0cAvg. Turns \u6307\u7684\u662f\u6bcf\u4e2a\u89d2\u8272\u626e\u6f14\u8bb0\u5f55\u7684\u5e73\u5747\u5bf9\u8bdd\u6570\u91cf\u3002<\/p>\n

AdaSMSet\u9762\u5411\u573a\u666f\u7ba1\u7406\u5668\uff0c\u5728AdaRPSet-Synthesis\u7684\u57fa\u7840\u4e0a\u6784\u5efa\u3002<\/p>\n

\u5408\u6210\u8f68\u8ff9\u5df2\u5305\u542binit_scene\u3001switch_scene\u3001add_role\u3001end\u7b49\u63a7\u5236\u52a8\u4f5c\uff0c\u4f46\u7f3a\u5c11\u6700\u6838\u5fc3\u7684\u53d1\u8a00\u8005\u9009\u62e9\u76d1\u7763\u3002<\/p>\n

\u7814\u7a76\u56e2\u961f\u5728\u6bcf\u4e24\u6bb5\u89d2\u8272\u53d1\u8a00\u4e4b\u95f4\u63d2\u5165 pick_speaker \u52a8\u4f5c\uff0c\u7531\u5f3a\u6307\u4ee4\u9075\u5faa\u6a21\u578b\u4e3a\u6bcf\u6b21\u9009\u62e9\u751f\u6210\u81ea\u7136\u8bed\u8a00\u7406\u7531\uff08reason\uff09\uff0c\u5e76\u7ea6\u675f\u7406\u7531\u9700\u5177\u4f53\u3001\u4e0a\u4e0b\u6587\u76f8\u5173\uff0c\u907f\u514d\u5957\u8def\u5316\u8868\u8ff0\u3002<\/p>\n

AdaSMSet\u56e0\u800c\u8986\u76d6\u573a\u666f\u7ba1\u7406\u5668\u7684\u5168\u90e8\u4e94\u7c7b\u52a8\u4f5c\uff0c\u4e3a\u300c\u4f55\u65f6\u6362\u573a\u666f\u300d\u300c\u4f55\u65f6\u52a0\u4eba\u300d\u300c\u8c01\u6765\u63a5\u4e0b\u4e00\u53e5\u300d\u53ca\u5bf9\u5e94\u7406\u7531\u63d0\u4f9b\u7aef\u5230\u7aef\u76d1\u7763\u3002<\/p>\n

\u7531\u4e8eAdaSMSet\u6e90\u4e8eAdaRPSet-Synthesis\uff0c\u56e0\u6b64\u5bf9\u5e94\u7684Plots\u3001Roles\u548cConvs\u7684\u7edf\u8ba1\u4fe1\u606f\u4e0e\u5176\u4e00\u81f4\uff0c\u7531\u4e8e\u6dfb\u52a0\u4e86pick_speaker\u8bb0\u5f55\uff0c\u56e0\u6b64\u6700\u7ec8\u7684Utterances\u6570\u91cf\u4e3a496493\uff0cAvg.Turns\u4e3a50.15\u3002<\/p>\n

AdaRPSet\u4e0eAdaSMSet\u5171\u540c\u652f\u6491AdaMARP\uff1a\u524d\u8005\u8ba9\u89d2\u8272\u300c\u4f1a\u6f14\u300d\uff08\u4fdd\u6301\u4eba\u8bbe\u3001\u54cd\u5e94\u73af\u5883\u3001\u63a8\u8fdb\u5267\u60c5\uff09\uff0c\u540e\u8005\u8ba9\u7cfb\u7edf\u300c\u4f1a\u5bfc\u300d\uff08\u5408\u7406\u5207\u6362\u573a\u666f\u3001\u5f15\u5165\u89d2\u8272\u3001\u5b89\u6392\u53d1\u8a00\u987a\u5e8f\uff09\u3002<\/p>\n

\u4e8c\u8005\u5171\u4eab\u7edf\u4e00\u7684\u89d2\u8272\u753b\u50cf\u4e0e\u6d88\u606f\u683c\u5f0f\uff0c\u786e\u4fddActor\u4e0e\u573a\u666f\u7ba1\u7406\u5668\u5728\u540c\u4e00\u53d9\u4e8b\u6846\u67b6\u4e0b\u534f\u540c\u5de5\u4f5c\u3002<\/p>\n

\u6709\u4e86\u8bad\u7ec3\u6570\u636e\u548c\u6846\u67b6\uff0c\u8fd8\u9700\u8981\u56de\u7b54\u4e00\u4e2a\u5173\u952e\u95ee\u9898\uff1a<\/p>\n

\u600e\u6837\u8bc4\u4f30\u300c\u6c89\u6d78\u5f0f\u3001\u53ef\u9002\u5e94\u300d\u7684\u89d2\u8272\u626e\u6f14\u662f\u5426\u771f\u7684\u505a\u5f97\u597d\uff1f<\/p>\n

\u73b0\u6709\u5f88\u591a\u8bc4\u6d4b\u66f4\u504f\u5411\u300c\u4e00\u53e5\u8bdd\u597d\u4e0d\u597d\u300d\u6216\u300c\u5355\u8f6e\u5bf9\u8bdd\u50cf\u4e0d\u50cf\u8fd9\u4e2a\u4eba\u8bbe\u300d\uff0c\u96be\u4ee5\u8986\u76d6AdaMARP\u6240\u5173\u5fc3\u7684\u51e0\u70b9\uff1a<\/p>\n

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\u5b83\u4eceAdaRPSet-Synthesis\u7684\u4fdd\u7559\u5b50\u96c6\u4e2d\u9009\u53d6\u5267\u60c5\u79cd\u5b50\uff0820\u4e2a\u8bdd\u9898\uff0c\u6bcf\u4e2a\u8bdd\u98985\u4e2a\u521d\u59cbPlots\uff0c\u603b\u5171100\u4e2a\u8bc4\u4f30\u6837\u672c\uff09\uff0c\u5728\u6bcf\u4e2a\u79cd\u5b50\u4e0a\u540c\u65f6\u8fd0\u884c\u4e09\u65b9\u89d2\u8272\uff1a<\/p>\n

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\u5177\u4f53\u800c\u8a00\uff0cAdaptiveBench\u4e3b\u8981\u4ece\u8f68\u8ff9\u7ea7\u522b\uff08Trajectory-level\uff09\u8bc4\u4f30\u6a21\u578b\uff0c\u8bc4\u5206\u5305\u542b\u4ee5\u4e0b\u7ef4\u5ea6\uff1a<\/p>\n

\u901a\u8fc7 AdaptiveBench\uff0cAdaMARP \u4e0d\u53ea\u662f\u300c\u6709\u4e00\u4e2a\u597d\u770b\u7684\u6846\u67b6\u8bbe\u8ba1\u300d\uff0c\u800c\u662f\u53ef\u4ee5\u5728\u7edf\u4e00\u7684\u4eff\u771f\u73af\u5883\u4e0b\uff0c\u5bf9\u4e0d\u540c\u6a21\u578b\u3001\u4e0d\u540c\u8bad\u7ec3\u65b9\u5f0f\u7684\u4f18\u52a3\u8fdb\u884c\u53ef\u91cd\u590d\u3001\u53ef\u91cf\u5316\u7684\u6bd4\u8f83\u3002<\/p>\n

\u4ece\u53d9\u4e8b\u903b\u8f91\u4e0e\u60c5\u5883\u4ea4\u4e92\u80fd\u529b\u6765\u770b\uff0cAdaMARP\u80fd\u591f\u4ea7\u51fa\u66f4\u8fde\u8d2f\u7684\u5185\u5fc3\u2014\u884c\u4e3a\u2014\u8a00\u8bed\u94fe\uff0c\u66f4\u597d\u5730\u5229\u7528\u73af\u5883\u63a8\u52a8\u53d9\u4e8b\uff08\u4f8b\u5982\u63a2\u6848\u4e2d\u7684\u7269\u8bc1\u4e0e\u573a\u666f\u7ebf\u7d22\uff09\uff0c\u5e76\u5728\u591a\u89d2\u8272\u3001\u591a\u573a\u666f\u7684\u590d\u6742\u60c5\u5883\u4e2d\u5b9e\u73b0\u7075\u6d3b\u8c03\u5ea6\uff08\u4f8b\u5982\u5207\u6362\u573a\u666f\u641c\u8bc1\u3001\u4e0e\u4e0d\u540c\u8bc1\u4eba\u8f6e\u756a\u5bf9\u8d28\uff09\u3002<\/p>\n

\u8fd9\u4e3a\u65e0\u8bba\u662f\u63a2\u6848\u63a8\u7406\u3001\u5192\u9669\u53d9\u4e8b\u8fd8\u662f\u5176\u4ed6\u9700\u8981\u60c5\u5883\u4e0e\u8c03\u5ea6\u7684\u4e92\u52a8\u7684\u66f4\u6c89\u6d78\u5f0f\u7684AI\u89d2\u8272\u626e\u6f14\u63d0\u4f9b\u4e86\u4e00\u4e2a\u65b0\u7684\u6280\u672f\u8def\u5f84\u3002<\/p>\n

\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/xuzhenhua55.github.io\/AdaMARP\/#overview<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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AI\u80fd\u5b9e\u73b0\u771f\u6b63\u7684\u6c89\u6d78\u5f0f\u626e\u6f14\u4e86\u3002<\/p>\n

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\u73af\u5883\u4fe1\u606f\u672a\u88ab\u5145\u5206\u5efa\u6a21\uff0c\u573a\u666f\u4e0e\u89d2\u8272\u4e5f\u591a\u4e3a\u9759\u6001\uff0c\u96be\u4ee5\u652f\u6491\u591a\u89d2\u8272\u8c03\u5ea6\u3001\u573a\u666f\u5207\u6362\u3001\u52a8\u6001\u5f15\u5165\u65b0\u4eba\u7b49\u590d\u6742\u53d9\u4e8b\u9700\u6c42\u3002<\/p>\n

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