{"id":1024,"date":"2025-12-15T07:00:00","date_gmt":"2025-12-14T23:00:00","guid":{"rendered":"https:\/\/smartaiunion.com\/?p=1024"},"modified":"2025-12-12T15:17:59","modified_gmt":"2025-12-12T07:17:59","slug":"%e6%b7%b1%e5%a4%a7%e5%9b%a2%e9%98%9funemo%e6%a1%86%e6%9e%b6%ef%bc%9a%e8%ae%a9%e6%9c%ba%e5%99%a8%e4%ba%ba%e5%ad%a6%e4%bc%9a%e9%a2%84%e5%88%a4%ef%bc%8c%e6%95%88%e7%8e%87%e6%8f%90","status":"publish","type":"post","link":"https:\/\/smartaiunion.com\/index.php\/2025\/12\/15\/1024\/","title":{"rendered":"\u6df1\u5927\u56e2\u961fUNeMo\u6846\u67b6\uff1a\u8ba9\u673a\u5668\u4eba\u5b66\u4f1a\u201c\u9884\u5224\u201d\uff0c\u6548\u7387\u63d0\u534740%"},"content":{"rendered":"\n<p>\u4ec5\u752830%\u7684\u53c2\u6570\u89c4\u6a21\uff0c\u5c31\u80fd\u5728\u964c\u751f\u73af\u5883\u4e2d\u5b9e\u73b072.5%\u7684\u5bfc\u822a\u6210\u529f\u7387\uff0c\u8fd9\u4e2a\u65b0\u6846\u67b6\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u89c6\u89c9-\u8bed\u8a00\u5bfc\u822a\u7684\u667a\u80fd\u8fb9\u754c\u3002<\/p>\n\n\n\n<p>\u8fd1\u65e5\uff0c\u6df1\u5733\u5927\u5b66\u674e\u575a\u5f3a\u6559\u6388\u56e2\u961f\u4e0e\u6df1\u5733\u5317\u7406\u83ab\u65af\u79d1\u5927\u5b66\u7b49\u673a\u6784\u5408\u4f5c\uff0c\u63d0\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3aUNeMo\u7684\u5168\u65b0\u89c6\u89c9-\u8bed\u8a00\u5bfc\u822a\u6846\u67b6\u3002<strong>\u8be5\u6846\u67b6\u901a\u8fc7\u521b\u65b0\u7684\u591a\u6a21\u6001\u4e16\u754c\u6a21\u578b\u4e0e\u5206\u5c42\u9884\u6d4b\u53cd\u9988\u673a\u5236\uff0c\u9996\u6b21\u8ba9\u5bfc\u822a\u667a\u80fd\u4f53\u4e0d\u4ec5\u80fd\u770b\u5230\u5f53\u524d\u73af\u5883\uff0c\u8fd8\u80fd\u201c\u9884\u5224\u201d\u63a5\u4e0b\u6765\u53ef\u80fd\u770b\u5230\u7684\u5185\u5bb9\uff0c\u4ece\u800c\u505a\u51fa\u66f4\u52a0\u667a\u80fd\u7684\u51b3\u7b56\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p6-xtjj-sign.byteimg.com\/tos-cn-i-73owjymdk6\/2485ed9ad4274535b4ef006ae52a41e2~tplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAgQ29vdmFsbHlBSUh1Yg==:q75.awebp?rk3s=f64ab15b&amp;x-expires=1766109105&amp;x-signature=NIGURGFt07Vkq4WhIS6l%2B0Lr030%3D\" alt=\"\u56fe\u72471.png\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u8bba\u6587\u6807\u9898\uff1aUNeMo: Collaborative Visual-Language Reasoning and Navigation via a Multimodal World Model<\/strong><\/p>\n\n\n\n<p><strong>\u8bba\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/link.juejin.cn\/?target=https%3A%2F%2Farxiv.org%2Fpdf%2F2511.18845\" target=\"_blank\" rel=\"noreferrer noopener\">arxiv.org\/pdf\/2511.18\u2026<\/a><\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>\u8fd9\u4e00\u6210\u679c\u5df2\u88ab\u4eba\u5de5\u667a\u80fd\u9876\u4f1aAAAI 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class=\"wp-block-heading\"><strong>\u73b0\u6709\u74f6\u9888\uff1a\u8bed\u8a00\u63a8\u7406\u4e0e\u89c6\u89c9\u5bfc\u822a\u4e3a\u4f55\u201c\u8131\u8282\u201d\uff1f<\/strong><\/h2>\n\n\n\n<p>\u89c6\u89c9-\u8bed\u8a00\u5bfc\u822a\u662f\u5177\u8eab\u4eba\u5de5\u667a\u80fd\u7684\u6838\u5fc3\u4efb\u52a1\u4e4b\u4e00\u3002\u5b83\u8981\u6c42\u667a\u80fd\u4f53\u4ec5\u51ed\u6444\u50cf\u5934\u770b\u5230\u7684\u56fe\u50cf\u548c\u4e00\u53e5\u5982\u201c\u8bf7\u53bb\u5367\u5ba4\u62ff\u4e00\u672c\u4e66\u201d\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u5c31\u80fd\u5728\u5b8c\u5168\u964c\u751f\u7684\u5bb6\u5ead\u73af\u5883\u4e2d\u81ea\u4e3b\u79fb\u52a8\u5230\u76ee\u6807\u4f4d\u7f6e\u3002<\/p>\n\n\n\n<p>\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\u7684\u7206\u53d1\uff0c\u57fa\u4e8eLLM\u7684\u5bfc\u822a\u65b9\u6cd5\u53d6\u5f97\u4e86\u4e00\u5b9a\u8fdb\u5c55\uff0c\u4f46\u7814\u7a76\u8005\u4eec\u5f88\u5feb\u53d1\u73b0\u4e86\u4e24\u4e2a\u6839\u672c\u6027\u74f6\u9888\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63a8\u7406\u6a21\u6001\u5355\u4e00\uff1a<\/strong>\u00a0\u73b0\u6709\u65b9\u6cd5\u5927\u591a\u53ea\u8ba9LLM\u8fdb\u884c\u201c\u8bed\u8a00\u63a8\u7406\u201d\uff0c\u7f3a\u4e4f\u5bf9\u89c6\u89c9\u73af\u5883\u672a\u6765\u72b6\u6001\u7684\u9884\u5224\u80fd\u529b\u3002\u8fd9\u5c31\u50cf\u4e00\u4e2a\u4eba\u8499\u7740\u773c\u542c\u6307\u4ee4\u8d70\u8def\uff0c\u53ea\u80fd\u8d70\u4e00\u6b65\u770b\u4e00\u6b65\uff0c\u65e0\u6cd5\u5e94\u5bf9\u7a81\u7136\u51fa\u73b0\u7684\u969c\u788d\u6216\u5c94\u8def\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u5316\u76ee\u6807\u51b2\u7a81\uff1a<\/strong>\u00a0\u4f20\u7edf\u7684\u6846\u67b6\u901a\u5e38\u5c06\u201c\u63a8\u7406\u6a21\u5757\u201d\uff08\u7406\u89e3\u6307\u4ee4\u3001\u89c4\u5212\u8def\u5f84\uff09\u548c\u201c\u5bfc\u822a\u7b56\u7565\u201d\uff08\u6267\u884c\u5177\u4f53\u52a8\u4f5c\uff09\u5206\u5f00\u8bad\u7ec3\u3002\u8fd9\u5bfc\u81f4\u4e24\u8005\u9002\u914d\u6027\u5dee\uff0c\u65e0\u6cd5\u5728\u52a8\u6001\u73af\u5883\u4e2d\u5b9e\u73b0\u534f\u540c\u4f18\u5316\uff0c\u5f62\u6210\u4e86\u96be\u4ee5\u7a81\u7834\u7684\u6027\u80fd\u5929\u82b1\u677f\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u201c\u601d\u8003\u201d\u548c\u201c\u884c\u52a8\u201d\u662f\u5272\u88c2\u7684\uff0c\u667a\u80fd\u4f53\u65e0\u6cd5\u5728\u884c\u52a8\u4e2d\u5b66\u4e60\uff0c\u4e5f\u65e0\u6cd5\u6839\u636e\u884c\u52a8\u7ed3\u679c\u5b9e\u65f6\u8c03\u6574\u601d\u8003\u7b56\u7565\u3002<\/p>\n\n\n\n<h2 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class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p6-xtjj-sign.byteimg.com\/tos-cn-i-73owjymdk6\/df15ae21a95e48c38556d897949058a5~tplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAgQ29vdmFsbHlBSUh1Yg==:q75.awebp?rk3s=f64ab15b&amp;x-expires=1766109105&amp;x-signature=151wIkRSwrhuKCW4oLopFMinbdU%3D\" alt=\"\u56fe\u72473.png\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p6-xtjj-sign.byteimg.com\/tos-cn-i-73owjymdk6\/4a483b4ed9f8445bb8998fa89e1077c5~tplv-73owjymdk6-jj-mark-v1:0:0:0:0:5o6Y6YeR5oqA5pyv56S-5Yy6IEAgQ29vdmFsbHlBSUh1Yg==:q75.awebp?rk3s=f64ab15b&amp;x-expires=1766109105&amp;x-signature=HEboesInWZiuxDUuOxJ%2F9k01v0E%3D\" alt=\"\u56fe\u72474.png\"\/><\/figure>\n\n\n\n<ul 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