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\"\u674e\u98de\u98de\u7684World<\/div><\/figure>\n
\"\u674e\u98de\u98de\u7684World<\/div><\/figure>\n
\"\u674e\u98de\u98de\u7684World<\/div><\/figure>\n
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\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0cWorld Labs\u63a8\u51fa\u4e86Marble\uff0c\u5e0c\u671b\u5c06\u4e16\u754c\u6a21\u578b\u4f5c\u4e3a\u673a\u5668\u4eba\u7684\u4eff\u771f\u8bad\u7ec3\u573a\u3002<\/p>\n

\u4f46Marble\u8d70\u7684\u662f\u53ef\u89c6\u5316\u4e16\u754c\u6a21\u578b\u8def\u7ebf\uff0c\u672c\u8d28\u4e0a\u63d0\u4f9b\u7684\u662f\u4e00\u4e2a\u300c\u4e16\u754c\u8f7d\u4f53\u300d\uff0c\u5e76\u672a\u5185\u7f6e\u89e6\u89c9\u3001\u91cd\u529b\u7b49\u7269\u7406\u53c2\u6570\u3002<\/p>\n

\u82e5\u8981\u771f\u6b63\u7528\u4e8e\u673a\u5668\u4eba\u8bad\u7ec3\u4e0e\u8bc4\u6d4b\uff0c\u8fd8\u9700\u8981\u7269\u7406\u5f15\u64ce\uff0c\u4ee5\u53ca\u5927\u91cf\u4e0e\u771f\u5b9e\u7269\u7406\u5bf9\u9f50\u7684\u4eff\u771f\u8d44\u4ea7\u2014\u2014\u8fd9\u662f\u4e00\u9879\u6781\u5176\u5e9e\u5927\u7684\u957f\u5c3e\u5de5\u7a0b\u3002<\/p>\n

\u8fd9\uff0c\u6b63\u662fWorld Labs\u4e0e\u5149\u8f6e\u667a\u80fd\u5408\u4f5c\u7684\u5173\u952e\u539f\u56e0\u3002<\/p>\n

\u4e8b\u5b9e\u4e0a\uff0c\u8fd9\u5e76\u975e\u674e\u98de\u98de\u7b2c\u4e00\u6b21\u7cfb\u7edf\u6027\u5730\u63a8\u52a8\u673a\u5668\u4eba\u8bc4\u6d4b\u3002<\/p>\n

\u65e9\u5728Stanford\u65f6\u671f\uff0c\u5979\u4fbf\u57282021\u5e74\u5de6\u53f3\u542f\u52a8\u5e76\u63a8\u52a8\u4e86BEHAVIOR\u7cfb\u5217\u7814\u7a76\uff0c\u76ee\u6807\u975e\u5e38\u660e\u786e\uff1a\u4e3a\u5177\u8eab\u667a\u80fd\u5efa\u7acbImageNet\u7ea7\u522b\u7684\u957f\u671f\u8bc4\u6d4b\u5de5\u7a0b\u3002<\/p>\n

BEHAVIOR\u4ece\u4e00\u5f00\u59cb\uff0c\u5c31\u4e0d\u662f\u4e3a\u4e86\u5237\u699c\u800c\u751f\uff0c\u800c\u662f\u4e00\u4e2a\u957f\u671f\u8bc4\u6d4b\u5de5\u7a0b\uff0c\u65e8\u5728\u7528\u53ef\u6269\u5c55\u3001\u53ef\u590d\u73b0\u7684\u65b9\u5f0f\uff0c\u7cfb\u7edf\u523b\u753b\u673a\u5668\u4eba\u5728\u771f\u5b9e\u5bb6\u5ead\u573a\u666f\u4e2d\u5b8c\u6210\u957f\u7a0b\u3001\u591a\u6b65\u9aa4\u4efb\u52a1\u7684\u80fd\u529b\u3002<\/p>\n

\u5176\u80cc\u540e\uff0c\u5df2\u6709\u4e24\u4ee3\u535a\u58eb\u751f\u6295\u5165\u591a\u5e74\u7814\u7a76\u3002<\/p>\n

2025\u5e74\u7684BEHAVIOR Challenge\uff0c\u6b63\u662f\u8fd9\u4e00\u613f\u666f\u7684\u91cd\u8981\u8282\u70b9\u3002<\/p>\n

\u8be5\u6311\u6218\u5728NeurIPS\u9876\u4f1a\u671f\u95f4\u6b63\u5f0f\u9881\u5956\uff0c\u88ab\u89c6\u4e3a\u5177\u8eab\u667a\u80fd\u9886\u57df\u5c11\u6709\u7684\u3001\u517c\u5177\u5b66\u672f\u4e0e\u4ea7\u4e1a\u6743\u5a01\u6027\u7684\u8bc4\u6d4b\u4e8b\u4ef6\u3002<\/p>\n

\u4eca\u5e74BEHAVIOR Challenge\u7684\u9881\u5956\u73af\u8282\u4e2d\uff0c\u5149\u8f6e\u667a\u80fdCEO\u8c22\u6668\u53d7\u9080\u53c2\u4e0e\u9881\u5956\u3002\u5728\u4e00\u4e2a\u4ee5\u5b66\u672f\u6743\u5a01\u8457\u79f0\u7684\u8bc4\u6d4b\u4f53\u7cfb\u4e2d\uff0c\u8fd9\u4e00\u5b89\u6392\u672c\u8eab\uff0c\u5df2\u7ecf\u4f20\u9012\u51fa\u660e\u786e\u7684\u884c\u4e1a\u4fe1\u53f7\u2014\u2014<\/p>\n

\u8bc4\u6d4b\uff0c\u6b63\u5728\u4ece\u8bba\u6587\u95ee\u9898\uff0c\u6f14\u8fdb\u4e3a\u5de5\u7a0b\u4e0e\u57fa\u7840\u8bbe\u65bd\u95ee\u9898\u3002<\/p>\n

\u5728\u8fd9\u4e00\u4f53\u7cfb\u4e2d\uff0c\u53c2\u8d5b\u8005\u9700\u8981\u5728\u7edf\u4e00\u673a\u5668\u4eba\u672c\u4f53\u4e0a\uff0c\u4e8e\u4eff\u771f\u5bb6\u5ead\u73af\u5883\u4e2d\u5b8c\u6210\u70f9\u996a\u3001\u6e05\u6d01\u7b4950\u4e2a\u957f\u7a0b\u4efb\u52a1\uff0c\u5e73\u5747\u5355\u4efb\u52a1\u6301\u7eed6.6\u5206\u949f\uff0c\u8bc4\u6d4b\u7ef4\u5ea6\u6db5\u76d6\u4efb\u52a1\u5b8c\u6210\u7387\u3001\u65f6\u95f4\u6548\u7387\u3001\u8def\u5f84\u89c4\u5212\u7b49\u591a\u4e2a\u5c42\u9762\u3002<\/p>\n

\u8fd9\u4e00\u6b21\uff0c\u674e\u98de\u98de\u5e0c\u671b\u518d\u6b21\u501f\u52a9\u8bc4\u6d4b\u7684\u529b\u91cf\uff0c\u4e3a\u5177\u8eab\u667a\u80fd\u6307\u660e\u65b9\u5411\uff0c\u800c\u5149\u8f6e\uff0c\u6b63\u662f\u5177\u8eab\u667a\u80fd\u6700\u5173\u952e\u7684\u4ea7\u4e1a\u7ea7\u57fa\u7840\u8bbe\u65bd\u4e4b\u4e00\u3002<\/p>\n

\u5f53\u524d\uff0c\u5927\u591a\u6570\u4eff\u771f\u7cfb\u7edf\u4ecd\u5728\u8ffd\u6c42\u300c\u6570\u5b57\u5b6a\u751f\u300d\u2014\u2014\u8bd5\u56fe\u5c06\u771f\u5b9e\u4e16\u754c\u4e00\u6bd4\u4e00\u590d\u523b\u8fdb\u4eff\u771f\u7cfb\u7edf\u3002<\/p>\n

\u8fd9\u79cd\u65b9\u5f0f\u6548\u679c\u60ca\u8273\uff0c\u5374\u6781\u5176\u6602\u8d35\uff1a<\/p>\n

\u9ad8\u5bc6\u5ea6\u4f20\u611f\u5668\u626b\u63cf\u3001\u4eba\u5de5\u91cd\u5efa\u3001\u957f\u5468\u671f\u5236\u4f5c\uff0c\u51e0\u4e4e\u7b49\u540c\u4e8e\u5236\u4f5c\u4e00\u90e8\u5c0f\u578bCG\u3002<\/p>\n

\u663e\u7136\uff0c\u8fd9\u6761\u8def\u7ebf\u65e0\u6cd5\u89c4\u6a21\u5316\u3002<\/p>\n

World Labs\u4e0e\u5149\u8f6e\u667a\u80fd\uff0c\u9009\u62e9\u4e86\u53e6\u4e00\u6761\u8def\u5f84\u2014\u2014Digital Cousin\uff08\u6570\u5b57\u8868\u4eb2\uff09\u3002<\/p>\n

\u8fd9\u4e00\u6982\u5ff5\u7531\u65af\u5766\u798fSVL\u63d0\u51fa\uff0c\u5176\u6838\u5fc3\u89c2\u70b9\u662f\uff1a\u4eff\u771f\u6700\u91cd\u8981\u7684\u662f\u7269\u7406\u4e0e\u7a7a\u95f4\u7ed3\u6784\uff0c\u53ea\u8981\u7ed3\u6784\u53ef\u4fe1\uff0c\u7ec6\u8282\u5141\u8bb8\u8fd1\u4f3c\u3002<\/p>\n

Marble\u6b63\u662f\u8fd9\u4e00\u601d\u60f3\u7684\u4ee3\u8868\u3002<\/p>\n

\u901a\u8fc7\u4e00\u5f20360\u00b0\u5168\u666f\u56fe\u50cf\u7b49\u8f7b\u91cf\u7ea7\u8f93\u5165\uff0cMarble\u4fbf\u53ef\u751f\u6210\u53ef\u5bfc\u822a\u76843D\u9ad8\u65af\u6563\u5c04\u4e16\u754c\uff0c\u5c06\u73af\u5883\u521b\u5efa\u65f6\u95f4\u4ece\u6570\u5468\u538b\u7f29\u5230\u6570\u5206\u949f\u3002<\/p>\n

\u4f46\u5bf9\u4e8e\u5177\u8eab\u667a\u80fd\u8bc4\u6d4b\u800c\u8a00\uff0c\u8fd9\u4e00\u6b65\u53ea\u662f\u8d77\u70b9\u3002<\/p>\n

\u771f\u6b63\u7684\u74f6\u9888\u5728\u4e8e\uff1a\u8fd9\u4e9b\u4e16\u754c\uff0c\u662f\u5426\u80fd\u627f\u8f7d\u771f\u5b9e\u7684\u7269\u7406\u4ea4\u4e92\uff0c\u5e76\u7528\u4e8e\u7a33\u5b9a\u3001\u53ef\u590d\u73b0\u7684\u8bc4\u6d4b\uff1f<\/p>\n

\u8fd9\u6b63\u662f\u5149\u8f6e\u667a\u80fd\u8fdb\u5165\u7684\u4f4d\u7f6e\u3002\u5149\u8f6e\u5e76\u975e\u7b80\u5355\u4e3aMarble\u300c\u8865\u7269\u7406\u5f15\u64ce\u300d\uff0c\u800c\u662f\u4ece\u4e00\u5f00\u59cb\uff0c\u5c31\u5c06\u5177\u8eab\u667a\u80fd\u89c6\u4e3a\u4e00\u4e2a\u4e16\u754c\u2014\u884c\u4e3a\u2014\u8bc4\u6d4b\u9ad8\u5ea6\u8026\u5408\u7684\u7cfb\u7edf\u3002<\/p>\n

\u5728\u8fd9\u6b21\u5408\u4f5c\u4e2d\uff0c\u53cc\u65b9\u7684\u5206\u5de5\u975e\u5e38\u6e05\u6670\uff1aMarble\u89e3\u51b3\u7684\u662f\u73af\u5883\u751f\u6210\u7684\u89c4\u6a21\u95ee\u9898\uff0c\u800c\u5149\u8f6e\u627f\u62c5\u7684\u662f\u4eff\u771f\u4e2d\u6700\u96be\u3001\u6700\u91cd\u3001\u4e5f\u662f\u6700\u4e0d\u53ef\u66ff\u4ee3\u7684\u90e8\u5206\u2014\u2014\u4e0e\u771f\u5b9e\u7269\u7406\u5bf9\u9f50\u7684\u8d44\u4ea7\uff0c\u4ee5\u53ca\u8bc4\u6d4b\u95ed\u73af\u3002<\/p>\n

\u5176\u5e95\u5c42\uff0c\u662f\u4e00\u5957\u4e09\u4f4d\u4e00\u4f53\u7684\u4eff\u771f\u6280\u672f\u4f53\u7cfb\uff1a<\/p>\n

\u5728\u8fd9\u4e00\u4f53\u7cfb\u4e0b\uff0c\u4eff\u771f\u4e0d\u518d\u662f\u4e00\u6b21\u6027\u7684\u6570\u636e\u751f\u6210\u5de5\u5177\uff0c\u800c\u662f\u4e00\u4e2a\u53ef\u91cd\u590d\u8fd0\u884c\u3001\u53ef\u6301\u7eed\u6269\u5c55\u7684\u6570\u636e\u751f\u4ea7\u7cfb\u7edf\u3002<\/p>\n

\u4e16\u754c\u3001\u884c\u4e3a\u3001\u8bc4\u6d4b\uff0c\u5728\u8fd9\u91cc\u5f62\u6210\u95ed\u73af\u3002<\/p>\n

\u89c4\u6a21\u5316\u8bc4\u6d4b\uff0c\u7b2c\u4e00\u6b21\u771f\u6b63\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n

\u8fd9\u4e48\u591a\u505a\u4eff\u771f\u5408\u6210\u6570\u636e\u7684\u516c\u53f8\uff0c\u674e\u98de\u98de\u4e3a\u4f55\u504f\u504f\u9009\u4e2d\u4e86\u5149\u8f6e\u667a\u80fd\uff1f<\/p>\n

\u4e0a\u9762\u7684\u6210\u7ee9\u5355\uff0c\u5c31\u662f\u6700\u76f4\u63a5\u7684\u56de\u5e94\u3002<\/p>\n

\u4f46\u5982\u679c\u8981\u66f4\u6df1\u6316\u4e00\u70b9\u7684\u8bdd\u2026\u2026\u5149\u8f6e\u667a\u80fd\u662f\u5f53\u524d\u6700\u7099\u624b\u53ef\u70ed\u7684\u5177\u8eab\u667a\u80fd\u57fa\u5efa\u516c\u53f8\u3002<\/p>\n

\u4eb2\u81ea\u4e3a\u5176\u6234\u4e0a\u8fd9\u4e00\u6842\u51a0\u7684\uff0c\u662f\u82f1\u4f1f\u8fbe\u3002<\/p>\n

\u5149\u8f6e\u662f\u82f1\u4f1f\u8fbe\u4eb2\u5bc6\u7684AI\u751f\u6001\u4f19\u4f34\uff0c\u6df1\u5ea6\u53c2\u4e0e\u4e86\u82f1\u4f1f\u8fbe\u4eff\u771f\u7cfb\u7edf\u7684\u5e95\u5c42\u5171\u5efa\uff0c\u662fNewton\u7269\u7406\u5f15\u64ce\u7684\u65e9\u671f\u9a8c\u8bc1\u8005\u548c\u5f00\u53d1\u5408\u4f5c\u8005\u3002<\/p>\n

\u53bb\u5e7410\u6708\uff0c\u9ec4\u4ec1\u52cb\u5973\u513f\u3001\u82f1\u4f1f\u8fbeOmniverse\u4e0e\u7269\u7406AI\u9ad8\u7ea7\u603b\u76d1Madison Huang\u9996\u6b21\u516c\u5f00\u4eae\u76f8\uff0c\u540c\u6837\u662f\u4e0e\u5149\u8f6e\u667a\u80fd\u5bf9\u8c08\u3002<\/p>\n

\u5176\u53d1\u8a00\u66f4\u662f\u76f4\u63a5\u4f50\u8bc1\u4e86\u5149\u8f6e\u667a\u80fd\u7684\u300c\u5f3a\u608d\u300d\u4e4b\u5904\uff1a<\/p>\n

\u82f1\u4f1f\u8fbe\u5185\u90e8\u6709\u5f88\u591a\u9879\u76ee\u9700\u8981\u5149\u8f6e\u667a\u80fd\u7684\u652f\u6301\u3002<\/p>\n

\u6709\u9700\u6c42\u7684\u4e0d\u6b62\u82f1\u4f1f\u8fbe\u3002<\/p>\n

\u636e\u51e0\u4f4d\u63a5\u8fd1\u6570\u636e\u884c\u4e1a\u7684\u8d44\u6df1\u4eba\u58eb\u900f\u9732\uff0c\u5149\u8f6e\u5df2\u7ecf\u670d\u52a1\u4e86\u5168\u7403\u524d\u4e09\u7684\u4e16\u754c\u6a21\u578b\u516c\u53f8\u3002\u56fd\u9645\u4e3b\u8981\u5177\u8eab\u56e2\u961f\u7684\u4eff\u771f\u8d44\u4ea7\u548c\u5408\u6210\u6570\u636e\uff0c80%\u4ee5\u4e0a\u6765\u81ea\u5149\u8f6e\u3002<\/p>\n

\u8fd9\u4e9b\u6570\u5b57\u8db3\u591f\u4eae\u773c\uff0c\u4f46\u8fd8\u6709\u4e00\u4e2a\u5f88\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u4e8b\u5b9e\uff1a\u5149\u8f6e\u667a\u80fd\u662f\u9664\u5ba2\u6237\u4e4b\u5916\uff0c\u6700\u65e9\u80fd\u6d1e\u5bdf\u673a\u5668\u4eba\u80fd\u529b\u77ed\u677f\u7684\u751f\u6001\u89d2\u8272\u3002<\/p>\n

\u8eab\u5904\u5ba2\u6237\u9700\u6c42\u4e00\u7ebf\uff0c\u5149\u8f6e\u6bcf\u5929\u90fd\u4f1a\u4ece\u4e0d\u540c\u6a21\u578b\u56e2\u961f\u83b7\u5f97\u5927\u91cf\u53cd\u9988\u3002\u8fd9\u4e9b\u96f6\u6563\u7684\u4fe1\u606f\u4e00\u65e6\u6c47\u805a\u8d77\u6765\uff0c\u4fbf\u5f62\u6210\u4e86\u4e00\u672c\u5e72\u8d27\u6ee1\u6ee1\u7684\u673a\u5668\u4eba\u300c\u75c5\u5386\u300d\u3002<\/p>\n

\u8fd9\u548c\u54a8\u8be2\u884c\u4e1a\u662f\u4e00\u4e2a\u903b\u8f91\uff0c\u770b\u7684\u6848\u4f8b\u591a\u4e86\uff0c\u81ea\u7136\u5c31\u77e5\u9053\u673a\u5668\u4eba\u5bb9\u6613\u5728\u54ea\u4e9b\u4efb\u52a1\u4e0a\u7ffb\u8f66\u3002<\/p>\n

\u91cd\u70b9\u5728\u4e8e\uff0c\u5149\u8f6e\u672c\u8eab\u53c8\u662f\u300c\u533b\u751f\u300d\u3002\u5b83\u80fd\u56f4\u7ed5\u8fd9\u4e9b\u300c\u7591\u96be\u6742\u75c7\u300d\uff0c\u53cd\u5411\u4f18\u5316\u4eff\u771f\u4e0e\u5408\u6210\u6570\u636e\uff0c\u63d0\u4f9b\u66f4\u6709\u9488\u5bf9\u6027\u7684\u300c\u6cbb\u7597\u65b9\u6848\u300d\u3002<\/p>\n

\u8fd9\u5c31\u5f62\u6210\u4e86\u4e00\u4e2a\u95ed\u73af\uff0c\u63a8\u7740\u5177\u8eab\u667a\u80fd\u50cf\u96ea\u7403\u4e00\u6837\u6eda\u8d77\u6765\u3002<\/p>\n

\u5f52\u6839\u7ed3\u5e95\uff0c\u4f5c\u4e3a\u5177\u8eab\u667a\u80fd\u7684\u884c\u4e1a\u57fa\u5efa\u516c\u53f8\uff0c\u5929\u751f\u9002\u5408\u62c5\u4efb\u8bc4\u6d4b\u5458\u3002<\/p>\n

\u4e8b\u5b9e\u4e5f\u7684\u786e\u5982\u6b64\u3002<\/p>\n

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\u5728\u6b64\u80cc\u666f\u4e0b\uff0cWorld Labs\u548c\u5149\u8f6e\u667a\u80fd\uff0c\u5177\u8eab\u667a\u80fd\u6700\u7099\u624b\u53ef\u70ed\u7684\u8fd9\u4e24\u5757\u57fa\u5efa\uff0c\u5c06\u5176\u4e32\u8054\u5230\u4e86\u4e00\u5757\u3002<\/p>\n

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\u53c2\u8003\u94fe\u63a5\uff1a[1]https:\/\/drfeifei.substack.com\/p\/from-words-to-worlds-spatial-intelligence[2]https:\/\/developer.nvidia.com\/blog\/simplify-generalist-robot-policy-evaluation-in-simulation-with-nvidia-isaac-lab-arena\/[3]https:\/\/www.ft.com\/content\/d8fec7b5-f64a-4c5b-8439-6b8fe557be95[4]https:\/\/mp.weixin.qq.com\/s\/fF4ePkwm_f9j6xE0B1vRlQ[5]https:\/\/drfeifei.substack.com\/p\/from-words-to-worlds-spatial-intelligence<\/p>\n

\n

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

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Jay \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

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