{"id":38097,"date":"2026-03-19T17:30:22","date_gmt":"2026-03-19T09:30:22","guid":{"rendered":"http:\/\/192.168.10.115\/?p=38097"},"modified":"2026-03-19T17:30:22","modified_gmt":"2026-03-19T09:30:22","slug":"2026-03-19-%e7%90%86%e6%83%b3%e6%b1%bd%e8%bd%a6%e5%8f%91%e5%b8%83%e4%b8%8b%e4%b8%80%e4%bb%a3%e8%87%aa%e5%8a%a8%e9%a9%be%e9%a9%b6%e5%9f%ba%e7%a1%80%e6%a8%a1%e5%9e%8bmindvla-o1-%e5%90%91%e5%85%b7","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2026\/03\/19\/38097\/","title":{"rendered":"2026-03-19 \u7406\u60f3\u6c7d\u8f66\u53d1\u5e03\u4e0b\u4e00\u4ee3\u81ea\u52a8\u9a7e\u9a76\u57fa\u7840\u6a21\u578bMindVLA-o1 \u5411\u5177\u8eab\u667a\u80fd\u901a\u7528\u6a21\u578b\u8fdb\u5316"},"content":{"rendered":"\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a 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Transformer\u4e3a\u6838\u5fc3\uff0c\u901a\u8fc7\u4e94\u5927\u6280\u672f\u521b\u65b0\u2014\u20143D\u7a7a\u95f4\u7406\u89e3\u3001\u591a\u6a21\u6001\u601d\u8003\u3001\u7edf\u4e00\u884c\u4e3a\u751f\u6210\u3001\u95ed\u73af\u5f3a\u5316\u5b66\u4e60\uff08Closed-loop RL\uff09\u548c\u8f6f\u786c\u4ef6\u534f\u540c\u8bbe\u8ba1\uff08Hardware\u2013Software Co-Design\uff09\uff0c\u6784\u5efa\u4e86\u9762\u5411\u7269\u7406\u4e16\u754c\u667a\u80fd\u7684\u81ea\u52a8\u9a7e\u9a76\u57fa\u7840\u6a21\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.36krcdn.com\/hsossms\/20260318\/v2_1b65afb722db491b863906e0c864fdc2@6117410_oswg528868oswg1265oswg701_img_png?x-oss-process=image\/quality,q_90\/format,jpg\/interlace,1\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5728\u611f\u77e5\u5c42\u9762\uff0c\u7406\u60f3\u6c7d\u8f66\u91c7\u7528\u4ee5\u89c6\u89c9\u4e3a\u6838\u5fc3\u7684 3D ViT Encoder\uff083D\u89c6\u89c9\u6a21\u578b\u7f16\u7801\u5668\uff09\uff0c\u5e76\u5229\u7528\u6fc0\u5149\u96f7\u8fbe\u70b9\u4e91\u4f5c\u4e3a\u4e09\u7ef4\u51e0\u4f55\u63d0\u793a\uff0c\u5f15\u5bfc\u6a21\u578b\u7406\u89e3\u771f\u5b9e\u7a7a\u95f4\u7ed3\u6784\uff0c\u4f7f\u5176\u5728\u5355\u4e00\u8868\u793a\u4e2d\u540c\u65f6\u5177\u5907\u8bed\u4e49\u7406\u89e3\u4e0e\u4e09\u7ef4\u611f\u77e5\u80fd\u529b\u3002\u540c\u65f6\u5f15\u5165\u524d\u9988\u5f0f3DGS\u8868\u793a\uff08Feedforward 3D Representation\uff09\uff0c\u5c06\u573a\u666f\u62c6\u5206\u4e3a\u9759\u6001\u73af\u5883\u4e0e\u52a8\u6001\u7269\u4f53\u5206\u522b\u5efa\u6a21\uff0c\u5e76\u901a\u8fc7\u4e0b\u4e00\u5e27\u9884\u6d4b\uff08Next-state 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alt=\"\"\/><\/figure>\n\n\n\n<p>\u5728\u601d\u8003\u5c42\u9762\uff0c\u81ea\u52a8\u9a7e\u9a76\u65e2\u8981\u7406\u89e3\u5f53\u524d\u73af\u5883\uff0c\u4e5f\u8981\u9884\u6d4b\u672a\u6765\u51e0\u79d2\u7684\u573a\u666f\u6f14\u5316\u3002\u5728\u8bed\u8a00\u6a21\u578b\u627f\u62c5\u8bed\u4e49\u7406\u89e3\u3001\u5e38\u8bc6\u77e5\u8bc6\u548c\u4ea4\u4e92\u80fd\u529b\u7684\u57fa\u7840\u4e0a\uff0c\u7406\u60f3\u6c7d\u8f66\u8fd8\u5f15\u5165\u4e86\u9884\u6d4b\u5f0f\u9690\u4e16\u754c\u6a21\u578b\uff0c\u5728\u9690\u7a7a\u95f4\u4e2d\u9ad8\u6548\u6a21\u62df\u672a\u6765\u3002\u8bad\u7ec3\u5206\u4e09\u9636\u6bb5\uff1a\u7b2c\u4e00\uff0c\u7528\u6d77\u91cf\u89c6\u9891\u6570\u636e\u9884\u8bad\u7ec3Latent World 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alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e3a\u89e3\u51b3\u4f20\u7edf\u7aef\u4fa7\u5927\u6a21\u578b\u90e8\u7f72\u8017\u65f6\u957f\u3001\u8c03\u8bd5\u9891\u7e41\u7684\u95ee\u9898\uff0c\u7406\u60f3\u6c7d\u8f66\u63d0\u51fa\u9762\u5411\u7aef\u4fa7\u5927\u6a21\u578b\u7684\u8f6f\u786c\u4ef6\u534f\u540c\u8bbe\u8ba1\u5b9a\u5f8b\uff0c\u5c06\u6a21\u578b\u7ed3\u6784\u4e0e\u9a8c\u8bc1\u635f\u5931\u5efa\u6a21\uff0c\u5e76\u7ed3\u5408Roofline\u6a21\u578b\u523b\u753b\u786c\u4ef6\u8ba1\u7b97\u80fd\u529b\u4e0e\u5185\u5b58\u5e26\u5bbd\u9650\u5236\uff0c\u5728\u6a21\u578b\u6027\u80fd\u4e0e\u786c\u4ef6\u7ea6\u675f\u4e4b\u95f4\u5efa\u7acb\u7edf\u4e00\u7684\u5206\u6790\u6846\u67b6\u3002\u7406\u60f3\u6c7d\u8f66\u57fa\u5ea7\u6a21\u578b\u56e2\u961f\u8bc4\u4f30\u4e86\u8fd12000\u79cd\u6a21\u578b\u67b6\u6784\u914d\u7f6e\uff0c\u5728\u82f1\u4f1f\u8fbeOrin\u4e0eThor\u5e73\u53f0\u4e0a\u5b8c\u6210\u9a8c\u8bc1\uff0c\u627e\u5230\u4e86\u6a21\u578b\u7cbe\u5ea6\u4e0e\u63a8\u7406\u5ef6\u8fdf\u4e4b\u95f4\u7684Pareto 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alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u81ea\u52a8\u9a7e\u9a76\u53ea\u662f\u8d77\u70b9\uff0c\u4e3a\u5177\u8eab\u667a\u80fd\u6784\u5efa\u201c\u6570\u5b57\u5927\u8111\u201d<\/strong><\/p>\n\n\n\n<p>MindVLA-o1\u662f\u7406\u60f3\u6c7d\u8f66\u9762\u5411\u7269\u7406\u4e16\u754c\u667a\u80fd\u6838\u5fc3AI\u6846\u67b6\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002\u8fd9\u5957AI\u6846\u67b6\u7531\u56db\u5927\u6838\u5fc3\u6a21\u5757\u7ec4\u6210\uff1aMindData\uff0c\u7edf\u4e00\u7684VLA\u6570\u636e\u5f15\u64ce\uff0c\u8d1f\u8d23\u5927\u89c4\u6a21\u6570\u636e\u7684\u91c7\u96c6\u3001\u6e05\u6d17\u548c\u81ea\u52a8\u6807\u6ce8\uff1bMindVLA-o1\uff0c\u7edf\u4e00\u7684\u539f\u751f\u591a\u6a21\u6001VLA\u6a21\u578b\uff0c\u53ef\u4ee5\u7406\u89e3\u73af\u5883\u3001\u8fdb\u884c\u63a8\u7406\uff0c\u5e76\u751f\u6210\u9a7e\u9a76\u884c\u4e3a\uff1bMindSim\uff0c\u53ef\u63a7\u7684\u591a\u6a21\u6001\u4e16\u754c\u6a21\u578b\uff0c\u7528\u4e8e\u751f\u6210\u590d\u6742\u9a7e\u9a76\u573a\u666f\u5e76\u652f\u6301\u5927\u89c4\u6a21\u95ed\u73af\u8bad\u7ec3\uff1bRL 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