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class=\"wp-block-list\">\n<li>\u8bba\u6587\u6807\u9898\uff1aGuideFlow: Constraint-Guided Flow Matching for Planning in End-to-End Autonomous Driving<\/li>\n\n\n\n<li>\u8bba\u6587\u94fe\u63a5\uff1a https:\/\/arxiv.org\/abs\/2511.18729<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4e00\u3001\u80cc\u666f\u56de\u987e<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"906\" height=\"1024\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-300-906x1024.png\" alt=\"\" class=\"wp-image-35118\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-300-906x1024.png 906w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-300-266x300.png 266w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-300-768x868.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-300-885x1000.png 885w, 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class=\"wp-block-list\">\n<li>\u63d0\u51fa\u4e00\u79cd\u57fa\u4e8e\u6d41\u5339\u914d\u7684\u591a\u6a21\u6001\u8f68\u8ff9\u89c4\u5212\u5668GuideFlow\uff0c\u6709\u6548\u7f13\u89e3\u6a21\u5f0f\u5d29\u6e83\u95ee\u9898\u3002\u5176\u6838\u5fc3\u521b\u65b0\u5728\u4e8e\u5728\u6d41\u5339\u914d\u8fc7\u7a0b\u4e2d\u65bd\u52a0\u663e\u5f0f\u786c\u7ea6\u675f\uff0c\u5e76\u7ed3\u5408EBM\u63d0\u5347\u8f68\u8ff9\u7684\u53ef\u884c\u6027\uff1b<\/li>\n\n\n\n<li>GuideFlow\u5c06\u73af\u5883\u5956\u52b1\u4f5c\u4e3a\u6761\u4ef6\u4fe1\u53f7\uff0c\u5728\u63a8\u7406\u9636\u6bb5\u652f\u6301\u6fc0\u8fdb\u9a7e\u9a76\u4e0e\u4fdd\u5b88\u9a7e\u9a76\u98ce\u683c\u7684\u7075\u6d3b\u5207\u6362\uff1b<\/li>\n\n\n\n<li>\u5728\u81ea\u52a8\u9a7e\u9a76\u6570\u636e\u96c6\uff08NuScenes\u3001ADV-NuScenes\u3001NavSim\u548cBench2Drive\uff09\u4e0a\u7684\u5927\u91cf\u5b9e\u9a8c\u9a8c\u8bc1\u4e86\u5176\u4f18\u5f02\u6027\u80fd\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u5728NavSim\u6d4b\u8bd5\u96c6\u7684\u9ad8\u96be\u5ea6\u5b50\u96c6\uff08Navhard\uff09\u4e0a\uff0cGuideFlow\u53d6\u5f97\u5f53\u524d\u6700\u4f18\u7ed3\u679c\uff0cEPDMS\u5206\u6570\u8fbe43.0\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4e8c\u3001\u9884\u5907\u77e5\u8bc6<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"689\" height=\"760\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/112701.png\" alt=\"\" class=\"wp-image-35119\" style=\"width:891px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112701.png 689w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112701-272x300.png 272w\" sizes=\"(max-width: 689px) 100vw, 689px\" \/><\/figure>\n\n\n\n<p><strong>\u4e09\u3001GuideFlow\u7b97\u6cd5\u8be6\u89e3<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"688\" height=\"106\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/112702.png\" alt=\"\" class=\"wp-image-35120\" style=\"width:889px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112702.png 688w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112702-300x46.png 300w\" sizes=\"(max-width: 688px) 100vw, 688px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"385\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-301-1024x385.png\" alt=\"\" class=\"wp-image-35121\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-301-1024x385.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-301-300x113.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-301-768x289.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-301.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u611f\u77e5\u6761\u4ef6\u6d41\u751f\u6210\u5668<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"690\" height=\"423\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/112703.png\" alt=\"\" class=\"wp-image-35122\" style=\"width:889px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112703.png 690w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112703-300x184.png 300w\" sizes=\"(max-width: 690px) 100vw, 690px\" \/><\/figure>\n\n\n\n<p><strong>Classifier-free Intent\u4e0e\u5956\u52b1\u5f15\u5bfc<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"688\" height=\"504\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/112704.png\" alt=\"\" class=\"wp-image-35123\" style=\"width:891px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112704.png 688w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112704-300x220.png 300w\" sizes=\"(max-width: 688px) 100vw, 688px\" \/><\/figure>\n\n\n\n<p><strong>\u7ea6\u675f\u751f\u6210<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"688\" height=\"107\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/112705.png\" alt=\"\" class=\"wp-image-35124\" style=\"width:891px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112705.png 688w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112705-300x47.png 300w\" sizes=\"(max-width: 688px) 100vw, 688px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"696\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-302-1024x696.png\" alt=\"\" class=\"wp-image-35125\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-302-1024x696.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-302-300x204.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-302-768x522.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-302.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"691\" height=\"823\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/112706.png\" alt=\"\" class=\"wp-image-35126\" style=\"width:891px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112706.png 691w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112706-252x300.png 252w\" sizes=\"(max-width: 691px) 100vw, 691px\" \/><\/figure>\n\n\n\n<p><strong>\u5956\u52b1\u4f5c\u4e3a\u98ce\u683c\u6761\u4ef6<\/strong><\/p>\n\n\n\n<p>\u4e3a\u5728\u63a8\u7406\u9636\u6bb5\u52a8\u6001\u8c03\u6574\u8f68\u8ff9\u6fc0\u8fdb\u5ea6\uff0c\u672c\u6587\u57fa\u4e8eNavSim\u6570\u636e\u96c6\u5f15\u5165\u6fc0\u8fdb\u5ea6\u8bc4\u5206\uff08EP\uff09\u2014\u2014\u5b9a\u4e49\u4e3a\u5355\u4f4d\u65f6\u95f4\u5185\u6cbf\u8f66\u9053\u4e2d\u5fc3\u7ebf\u884c\u9a76\u7684\u8ddd\u79bb\uff0c\u53d6\u503c\u8303\u56f4\u4e3a[0,1]\u3002\u8be5\u8bc4\u5206\u9488\u5bf9\u6bcf\u6761\u771f\u5b9e\u8f68\u8ff9\uff08GT\uff09\u5728\u7ebf\u8ba1\u7b97\uff0c\u5e76\u4f5c\u4e3a\u6761\u4ef6\u8f93\u5165\u878d\u5165\u6a21\u578b\u3002\u901a\u8fc7\u8c03\u8282EP\u503c\uff0c\u53ef\u76f4\u63a5\u63a7\u5236\u751f\u6210\u8f68\u8ff9\u7684\u6fc0\u8fdb\u5ea6\uff1a\u5b9e\u9645\u4e2d\uff0c\u5f53\u63a8\u7406\u9636\u6bb5\u5c06EP\u8bbe\u7f6e\u4e3a\u63a5\u8fd11\u65f6\uff0c\u6a21\u578b\u4f1a\u751f\u6210\u66f4\u5177\u6fc0\u8fdb\u6027\u7684\u9a7e\u9a76\u884c\u4e3a\u3002<\/p>\n\n\n\n<p><strong>\u5b9e\u9a8c\u7ed3\u679c\u5206\u6790<\/strong><\/p>\n\n\n\n<p><strong>\u5b9e\u9a8c\u8bbe\u7f6e<\/strong><\/p>\n\n\n\n<p><strong>\u6570\u636e\u96c6\u4e0e\u8bc4\u4ef7\u6307\u6807\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"689\" height=\"694\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/112707.png\" alt=\"\" class=\"wp-image-35127\" style=\"width:891px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112707.png 689w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112707-298x300.png 298w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/112707-150x150.png 150w\" sizes=\"(max-width: 689px) 100vw, 689px\" \/><\/figure>\n\n\n\n<p><strong>\u4e3b\u8981\u7ed3\u679c<\/strong><\/p>\n\n\n\n<p><strong>\u95ed\u73af\u7ed3\u679c\uff1a<\/strong>\u5982\u88681\u6240\u793a\uff0c\u5728NavSim\u6570\u636e\u96c6\u7684Navhard\u9ad8\u96be\u5ea6\u5b50\u96c6\u4e0a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u672a\u4f7f\u7528\u8bc4\u5206\u5668\uff08No Scorer\uff09\u65f6\uff0cGuideFlow\u7684EPDMS\u5f97\u5206\u4e3a27.1\uff0c\u5728\u591a\u6570\u6307\u6807\u4e0a\u4f18\u4e8e\u65e0\u8bc4\u5206\u5668\u7684\u57fa\u7ebf\u6a21\u578b\uff08\u5982LTF\u3001GTRS-DP\uff09\uff0c\u4f53\u73b0\u4e86\u5176\u5728\u65e0\u8f85\u52a9\u8bc4\u5206\u60c5\u51b5\u4e0b\u7684\u7a33\u5065\u89c4\u5212\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u96c6\u6210\u8bc4\u5206\u5668\uff08Scorer\uff09\u540e\uff0cGuideFlow\u521b\u4e0b\u5f53\u524d\u6700\u4f18\uff08SOTA\uff09\u6027\u80fd\uff0cNavhard\u5b50\u96c6\u7684EPDMS\u5f97\u5206\u8fbe43.0\uff0c\u8f83\u6b64\u524d\u6700\u4f73\u7ed3\u679c\u63d0\u53471.3\u5206\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"481\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-303-1024x481.png\" alt=\"\" class=\"wp-image-35128\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-303-1024x481.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-303-300x141.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-303-768x361.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-303.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5982\u88682\u6240\u793a\uff0c\u5728Bench2Drive\u6570\u636e\u96c6\u4e0a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GuideFlow\u7684\u9a7e\u9a76\u5206\u6570\uff08DS\uff09\u8fbe75.21\uff0c\u6210\u529f\u7387\uff08SR\uff09\u8fbe51.36%\uff0c\u4f18\u4e8e\u591a\u6570\u7aef\u5230\u7aef\u81ea\u52a8\u9a7e\u9a76\u57fa\u7ebf\u6a21\u578b\u3002\u76f8\u6bd4\u57fa\u4e8e\u4e13\u5bb6\u77e5\u8bc6\u84b8\u998f\u7684\u65b9\u6cd5\uff08\u5982ThinkTwice\u3001DriveAdapter\uff09\u53caHydra-Next\u57fa\u7ebf\u6a21\u578b\uff0cGuideFlow\u5728\u95ed\u73af\u7a33\u5065\u6027\u548c\u51b3\u7b56\u7a33\u5b9a\u6027\u4e0a\u5c55\u73b0\u51fa\u663e\u8457\u4f18\u52bf\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"532\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-304-1024x532.png\" alt=\"\" class=\"wp-image-35129\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-304-1024x532.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-304-300x156.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-304-768x399.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-304.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Bench2Drive\u548cNavSim\u6570\u636e\u96c6\u4e0a\u7684\u6027\u80fd\u63d0\u5347\uff0c\u8bc1\u5b9e\u4e86\u5c06\u7ea6\u675f\u673a\u5236\u878d\u5165\u751f\u6210\u8fc7\u7a0b\u7684\u6709\u6548\u6027\u2014\u2014\u8be5\u8bbe\u8ba1\u53ef\u76f4\u63a5\u8f6c\u5316\u4e3a\u89c4\u5212\u4e0e\u9a7e\u9a76\u5173\u952e\u6307\u6807\u7684\u63d0\u5347\u3002\u8fd9\u4e9b\u8de8\u6570\u636e\u96c6\u7684\u4e00\u81f4\u6027\u80fd\u589e\u76ca\uff0c\u6e90\u4e8eGuideFlow\u5c06\u5b89\u5168\u7ea6\u675f\u76f4\u63a5\u5d4c\u5165\u8f68\u8ff9\u751f\u6210\u8fc7\u7a0b\u7684\u6838\u5fc3\u80fd\u529b\uff0c\u8fdb\u800c\u7cfb\u7edf\u6027\u5730\u6539\u5584\u4e86EPDMS\u7b49\u5173\u952e\u89c4\u5212\u4e0e\u9a7e\u9a76\u6307\u6807\u3002<\/p>\n\n\n\n<p><strong>\u5f00\u73af\u7ed3\u679c\uff1a<\/strong>\u5728\u5f00\u73af\u6570\u636e\u96c6\uff08NuScenes\u3001ADV-NuScenes\uff09\u4e0a\uff0c\u7531\u4e8e\u4f20\u7edfL2\u8ddd\u79bb\u65e0\u6cd5\u5408\u7406\u8bc4\u4f30\u975e\u6a21\u4eff\u7c7b\u65b9\u6cd5\uff0c\u7814\u7a76\u4ec5\u4ee5\u78b0\u649e\u7387\u4f5c\u4e3a\u8bc4\u4ef7\u6307\u6807\u3002\u5982\u88683\u6240\u793a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GuideFlow\u5728\u6240\u6709\u9884\u6d4b\u65f6\u57df\u4e0b\u5747\u5b9e\u73b0\u6700\u4f4e\u78b0\u649e\u7387\uff0c\u5728\u6b63\u5e38\u4e0e\u5bf9\u6297\u6027\u573a\u666f\u4e2d\u5747\u8868\u73b0\u51fa\u6301\u7eed\u7684\u5b89\u5168\u6027\u80fd\u3002\u5728NuScenes\u6570\u636e\u96c6\u4e0a\uff0c\u5176\u5e73\u5747\u78b0\u649e\u7387\u4e3a0.07%\uff1b\u5728ADV-NuScenes\u6570\u636e\u96c6\u4e0a\uff0c\u5e73\u5747\u78b0\u649e\u7387\u4e3a0.73%\u3002<\/li>\n\n\n\n<li>\u4e0eSparseDrive\u76f8\u6bd4\uff0cGuideFlow\u5728NuScenes\u548cADV-NuScenes\u4e0a\u7684\u78b0\u649e\u7387\u5206\u522b\u964d\u4f4e0.08%\u548c1.02%\uff0c\u4e14\u5728NuScenes\u4e0a\u663e\u8457\u4f18\u4e8eUniAD\u548cVAD\u3002<\/li>\n\n\n\n<li>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cGuideFlow\u57281\u79d2\u9884\u6d4b\u65f6\u57df\u5185\u51e0\u4e4e\u65e0\u78b0\u649e\uff08\u78b0\u649e\u73870.00%\uff09\uff0c2\u79d2\u9884\u6d4b\u65f6\u57df\u5185\u78b0\u649e\u7387\u4ec5\u4e3a0.02%\uff0c\u4f53\u73b0\u4e86\u5176\u5728\u77ed\u65f6\u57df\u9884\u6d4b\u4e2d\u7684\u9ad8\u53ef\u9760\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u5b89\u5168\u6027\u80fd\u7684\u63d0\u5347\uff0c\u76f4\u63a5\u6e90\u4e8eGuideFlow\u5c06\u5b89\u5168\u7ea6\u675f\u878d\u5165\u751f\u6210\u8fc7\u7a0b\u7684\u80fd\u529b\u2014\u2014\u751f\u6210\u7684\u8f68\u8ff9\u672c\u8d28\u4e0a\u5177\u5907\u78b0\u649e\u611f\u77e5\u80fd\u529b\uff0c\u4e14\u5728\u4e0d\u540c\u573a\u666f\u4e2d\u5747\u8868\u73b0\u7a33\u5065\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"449\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-305-1024x449.png\" alt=\"\" class=\"wp-image-35130\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-305-1024x449.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-305-300x132.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-305-768x337.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-305.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u6d88\u878d\u5b9e\u9a8c<\/strong><\/p>\n\n\n\n<p><strong>\u4e0d\u540c\u52a8\u6001\u6761\u4ef6\u7684\u5f71\u54cd\uff1a<\/strong>\u7814\u7a76\u9488\u5bf9\u4e0d\u540c\u52a8\u6001\u6761\u4ef6\u4fe1\u53f7\u5f00\u5c55\u6d88\u878d\u5b9e\u9a8c\uff0c\u7ed3\u679c\u5982\u88684\u6240\u793a\u3002\u4e0e\u57fa\u7ebf\u6a21\u578b\u76f8\u6bd4\uff0c\u6240\u6709\u6a21\u578b\u53d8\u4f53\u5747\u5b9e\u73b0\u6027\u80fd\u63d0\u5347\uff0c\u9a8c\u8bc1\u4e86\u201c\u65e0\u5206\u7c7b\u5668\u610f\u56fe\u4e0e\u5956\u52b1\u5f15\u5bfc\u201d\u65b9\u6cd5\u7684\u6709\u6548\u6027\u3002\u5176\u4e2d\uff0c<strong>\u57fa\u4e8e\u89c4\u5212\u951a\u70b9\uff08Plan Anchor, PA\uff09\u5f15\u5bfc\u7684\u6a21\u578b\u53d8\u4f53<\/strong>\u8868\u73b0\u6700\u4f18\uff1aEPDMS\u5f97\u5206\u4e3a29.0\uff0c\u9a7e\u9a76\u5206\u6570\u8fbe75.21\uff0c\u4f18\u4e8e\u91c7\u7528\u7b80\u5355\u9a7e\u9a76\u6307\u4ee4\uff08Driving Command, CM\uff09\u6216\u76ee\u6807\u70b9\uff08Goal Point, GP\uff09\u5f15\u5bfc\u7684\u53d8\u4f53\u3002\u8fd9\u4e00\u4f18\u52bf\u6e90\u4e8e\u89c4\u5212\u951a\u70b9\u80fd\u591f\u5c01\u88c5\u66f4\u4e30\u5bcc\u7684\u51b3\u7b56\u4fe1\u606f\uff0c\u540c\u65f6\u89e3\u51b3\u201c\u884c\u9a76\u76ee\u6807\uff08where to drive\uff09\u201d\u4e0e\u201c\u884c\u9a76\u65b9\u5f0f\uff08how to drive\uff09\u201d\u4e24\u5927\u6838\u5fc3\u95ee\u9898\u3002\u6d88\u878d\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff1a\u5728\u201c\u65e0\u5206\u7c7b\u5668\u610f\u56fe\u4e0e\u5956\u52b1\u5f15\u5bfc\u201d\u6846\u67b6\u4e0b\uff0c\u5c3d\u7ba1\u6bcf\u79cd\u5f15\u5bfc\u4fe1\u53f7\u5747\u80fd\u63d0\u5347\u6a21\u578b\u6574\u4f53\u6027\u80fd\uff0c\u4f46\u8bbe\u8ba1\u66f4\u5177\u4fe1\u606f\u6027\u548c\u6709\u6548\u6027\u7684\u5f15\u5bfc\u4fe1\u53f7\uff0c\u4ecd\u662f\u5927\u5e45\u63d0\u5347\u6a21\u578b\u751f\u6210\u80fd\u529b\u7684\u5173\u952e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"238\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-306-1024x238.png\" alt=\"\" class=\"wp-image-35131\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-306-1024x238.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-306-300x70.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-306-768x178.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/11\/\u56fe\u7247-306.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u7ea6\u675f\u751f\u6210\u6a21\u5757\u7684\u5f71\u54cd\uff1a<\/strong>\u7814\u7a76\u63a2\u7a76\u4e86\u4e09\u79cd\u7ea6\u675f\u751f\u6210\u65b9\u6cd5\u5bf9\u6a21\u578b\u6027\u80fd\u7684\u5f71\u54cd\uff0c\u7ed3\u679c\u5982\u88685\u6240\u793a\u3002\u5355\u72ec\u4f7f\u7528\u4efb\u610f\u4e00\u79cd\u7ea6\u675f\u6a21\u5757\u5747\u80fd\u63d0\u5347\u6a21\u578b\u6027\u80fd\uff0c\u5145\u5206\u8bc1\u660e\u4e86GuideFlow\u4e2d\u201c\u7ea6\u675f\u751f\u6210\u201d\u8bbe\u8ba1\u7684\u6709\u6548\u6027\u3002\u5177\u4f53\u6765\u770b\uff1a<\/p>\n\n\n\n<ul 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