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class=\"wp-block-video\"><video height=\"480\" style=\"aspect-ratio: 864 \/ 480;\" width=\"864\" controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/vitra-demo-2.mp4\"><\/video><figcaption class=\"wp-element-caption\">\u6a21\u578b\u5728\u672a\u89c1\u8fc7\u7684\u771f\u5b9e\u573a\u666f\u4e2d\uff0c\u6839\u636e\u8bed\u8a00\u6307\u4ee4\u96f6\u6837\u672c\u9884\u6d4b\u4eba\u624b\u52a8\u4f5c\u7684\u7ed3\u679c<\/figcaption><\/figure>\n\n\n\n<p><strong>\u901a\u7528\u89c6\u89c9\u7406\u89e3\u80fd\u529b\u7684\u6709\u6548\u201c\u7ee7\u627f\u201d<\/strong>\uff1a\u7814\u7a76\u5458\u4eec\u8fdb\u4e00\u6b65\u53d1\u73b0\uff0c\u4f7f\u7528\u4eba\u624b\u6570\u636e\u8fdb\u884c\u5168\u53c2\u6570\u8bad\u7ec3\u540e\u7684 VLA 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src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/01\/vitra-demo-3.mp4\"><\/video><figcaption 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VITRA \u65b9\u6cd5\u7684\u7814\u7a76\uff0c\u4e3a\u53ef\u6cdb\u5316 VLA \u6a21\u578b\u63d0\u4f9b\u4e86\u4e00\u79cd\u6781\u5177\u524d\u666f\u4e14\u53ef\u89c4\u6a21\u5316\u3001\u53ef\u6269\u5c55\u7684\u9884\u8bad\u7ec3\u8303\u5f0f\u3002\u968f\u7740\u673a\u5668\u4eba\u786c\u4ef6\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u771f\u5b9e\u4eba\u7c7b\u89c6\u9891\u6570\u636e\u5c06\u6210\u4e3a\u53d6\u4e4b\u4e0d\u5c3d\u7684\u8bad\u7ec3\u8d44\u6e90\uff0c\u8ba9\u673a\u5668\u4eba\u80fd\u591f\u6301\u7eed\u5b66\u4e60\u4eba\u7c7b\u7684\u5404\u79cd\u64cd\u4f5c\u6280\u80fd\u3002\u4e5f\u8bb8\u5728\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u6211\u4eec\u5c31\u80fd\u770b\u5230\u771f\u6b63\u901a\u7528\u7684\u673a\u5668\u4eba\u52a9\u624b\u8d70\u8fdb\u65e5\u5e38\u751f\u6d3b\u3002<\/p>\n\n\n\n<p>\u6b63\u5982\u9093\u8a89\u6240\u8bf4\uff0c\u201c\u4eba\u7c7b\u662f\u76ee\u524d\u4eba\u5f62\u673a\u5668\u4eba\u60f3\u8981\u8fbe\u5230\u7684\u7ec8\u6781\u5f62\u6001\u3002\u201d\u901a\u8fc7\u8ba9\u673a\u5668\u4eba\u201c\u89c2\u770b\u201d\u5e76\u201c\u7406\u89e3\u201d\u771f\u5b9e\u7684\u4eba\u7c7b\u884c\u4e3a\uff0c\u5c06\u52a0\u901f\u8fd9\u4e00\u613f\u666f\u4ece\u8bbe\u60f3\u8d70\u5411\u73b0\u5b9e\u3002<\/p>\n\n\n\n<p><strong>VITRA\u76f8\u5173\u94fe\u63a5\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2510.21571\">\u8bba\u6587<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/VITRA\">GitHub<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/microsoft.github.io\/VITRA\">\u9879\u76ee\u9875\u9762<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u7f16\u8005\u6309\uff1a\u6570\u636e\u7a00\u7f3a\u662f\u76ee\u524d\u9650\u5236\u901a\u7528\u673a\u5668\u4eba\u64cd\u4f5c\u5927\u6a21\u578b\u8fdb\u5c55\u7684\u91cd\u8981\u56e0\u7d20\u4e4b\u4e00\u3002\u57fa\u4e8e\u9065\u64cd\u7684\u673a\u5668\u4eba\u8f68\u8ff9\u83b7\u53d6\u6210\u672c\u9ad8\u3001\u591a\u6837\u6027\u4e0d\u8db3\u3001\u672c\u4f53\u591a\u53d8\uff0c\u96be\u4ee5\u83b7\u5f97\u652f\u6491\u5927\u6a21\u578b\u9884\u8bad\u7ec3\u7684\u6d77\u91cf\u6570\u636e\u3002\u5728\u4eba\u5f62\u673a\u5668\u4eba\u7684\u53d1\u5c55\u8def\u5f84\u4e2d\uff0c\u4eba\u7c7b\u53ef\u88ab\u89c6\u4e3a\u6700\u91cd\u8981\u7684\u53c2\u8003\u5f62\u6001\u4e4b\u4e00\u3002\u56e0\u6b64\uff0c\u76f4\u63a5\u4f7f\u7528\u771f\u5b9e\u7684\u4eba\u7c7b\u6570\u636e\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u6bd4\u7528\u673a\u5668\u4eba\u6570\u636e\u5177\u6709\u66f4\u5927\u7684\u6f5c\u529b\u3002\u56e0\u4e3a\u4eba\u7c7b\u7684\u5f62\u6001\u548c\u52a8\u4f5c\u6a21\u5f0f\u66f4\u7a33\u5b9a\u3001\u901a\u7528\uff0c\u4eba\u7c7b\u6570\u636e\u89c4\u6a21\u5927\u3001\u591a\u6837\u5316\u4e14\u6613\u4e8e\u83b7\u53d6\uff0c\u66f4\u53ef\u80fd\u8fbe\u5230\u89c4\u6a21\u5316\uff0c\u4ee5\u63d0\u5347\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002 \u57fa\u4e8e\u8fd9\u4e00\u7406\u5ff5\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u63d0\u51fa\u4e86\u4e00\u5957\u5168\u81ea\u52a8\u65b9\u6cd5 VITRA\uff0c\u80fd\u591f\u5c06\u65e0\u6807\u6ce8\u7684\u771f\u5b9e\u7684\u4eba\u7c7b\u6d3b\u52a8\u89c6\u9891\u8f6c\u5316\u4e3a\u4e0e\u673a\u5668\u4eba\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u5b8c\u5168\u5bf9\u9f50\u7684\u6570\u636e\u3002\u8fd9\u4e00\u65b9\u6cd5\u4e0d\u4ec5\u7834\u89e3\u4e86\u673a\u5668\u4eba\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u532e\u4e4f\u7684\u96be\u9898\uff0c\u66f4\u4e3a VLA \u6a21\u578b\u7684\u9884\u8bad\u7ec3\u5f00\u8f9f\u4e86\u4e00\u79cd\u53ef\u89c4\u6a21\u5316\u3001\u53ef\u6269\u5c55\u7684\u65b0\u8303\u5f0f\u3002 \u5f53\u4f60\u770b\u5230\u673a\u5668\u4eba\u5f00\u59cb\u53c2\u52a0\u8dd1\u6b65\u6bd4\u8d5b\u3001\u5728\u821e\u53f0\u4e0a\u626d\u79e7\u6b4c\u65f6\uff0c\u6216\u8bb8\u4e5f\u66fe\u7545\u60f3\u8fc7\u8fd9\u6837\u7684\u672a\u6765\uff1a\u53ea\u9700\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5411\u673a\u5668\u4eba\u4e0b\u8fbe\u6307\u4ee4\uff0c\u5b83\u4fbf\u80fd\u5e2e\u5fd9\u6536\u62fe\u684c\u9762\u3001\u6253\u626b\u536b\u751f\uff0c\u751a\u81f3\u7aef\u8336\u5012\u6c34\u3002 \u8981\u8ba9\u673a\u5668\u4eba\u771f\u6b63\u201c\u542c\u61c2\u4eba\u8bdd\u201d\u3001\u201c\u770b\u61c2\u4e16\u754c\u201d\uff0c\u5e76\u628a\u7406\u89e3\u8f6c\u5316\u4e3a\u51c6\u786e\u7684\u52a8\u4f5c\uff0c\u5173\u952e\u5728\u4e8e\u5b83\u662f\u5426\u62e5\u6709\u4e00\u4e2a\u80fd\u591f\u8fde\u63a5\u89c6\u89c9\u3001\u8bed\u8a00\u4e0e\u884c\u52a8\u7684\u201c\u5927\u8111\u201d\uff0c\u4e5f\u5c31\u662f\u89c6\u89c9-\u8bed\u8a00-\u52a8\u4f5c\u6a21\u578b\uff08Vision-Language-Action, 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\u6a21\u578b\u5728\u4ece\u672a\u89c1\u8fc7\u7684\u73af\u5883\u4e2d\u5c55\u73b0\u51fa\u4e86\u66f4\u5f3a\u7684\u96f6\u6837\u672c\u9884\u6d4b\u80fd\u529b\uff0c\u5e76\u80fd\u5728\u771f\u5b9e\u4efb\u52a1\u4e2d\u901a\u8fc7\u5c11\u91cf\u673a\u5668\u4eba\u6570\u636e\u8fdb\u884c\u9ad8\u6548\u5fae\u8c03\uff0c\u4e14\u5728\u65b0\u7269\u4f53\u4e0e\u65b0\u73af\u5883\u4e0a\u8868\u73b0\u51fa\u66f4\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\u3002 \u56fe1\uff1a\u5168\u65b0\u7684\u673a\u5668\u4eba VLA \u6a21\u578b\u9884\u8bad\u7ec3\u65b9\u6cd5 VITRA\uff0c\u53ef\u5c06\u975e\u7ed3\u6784\u5316\u7684\u4eba\u7c7b\u89c6\u9891\u8f6c\u6362\u4e3a\u4e0e\u73b0\u6709\u673a\u5668\u4eba\u6570\u636e\u4e00\u81f4\u7684\u7ed3\u6784\u5316 VLA \u683c\u5f0f\u3002 \u5927\u8bed\u8a00\u6a21\u578b\u7684\u6210\u529f\uff0c\u79bb\u4e0d\u5f00\u4e92\u8054\u7f51\u4e0a\u4e07\u4ebf\u7ea7\u7684\u6587\u672c\u6570\u636e\u3002\u540c\u6837\uff0c\u82e5\u60f3\u8ba9 VLA 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