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“\u667a\u80fd\u6d8c\u73b0”\u73b0\u8c61\u4e3a\u8fd9\u573a\u9769\u547d\u63d0\u4f9b\u4e86\u6700\u76f4\u89c2\u7684\u8bc1\u636e\u3002<\/p>\n

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“\u8fd9\u79cd\u7075\u6d3b\u6027\uff0c\u751a\u81f3\u4f60\u90fd\u6ca1\u6709\u529e\u6cd5\u9884\u7f16\u7a0b\u628a\u5b83\u641e\u51fa\u6765\u3002”\u9648\u51ef\u63cf\u8ff0\u8fd9\u4e00\u73b0\u8c61\u65f6\u5f3a\u8c03\uff0c”\u5343\u5c0f\u65f6\u4eba\u7c7b\u6570\u636e\u589e\u5f3a\u7269\u7406\u5e38\u8bc6\uff0c\u81ea\u53d1\u5730\u628a\u4eba\u7c7b\u7075\u6d3b\u53d8\u901a\u7684\u80fd\u529b\u8fc1\u79fb\u5230\u4e86\u673a\u5668\u4eba\u8eab\u4e0a\u3002”<\/p>\n

\u8fd9\u79cd”\u6d8c\u73b0”\u80fd\u529b\u63ed\u793a\u4e86\u4e00\u4e2a\u6df1\u5c42\u89c4\u5f8b\uff1a\u5f53\u6a21\u578b\u5177\u5907\u8db3\u591f\u7684\u7269\u7406\u5e38\u8bc6\uff0c\u5b83\u4e0d\u518d\u4f9d\u8d56\u7cbe\u786e\u7684\u8f68\u8ff9\u6a21\u4eff\uff0c\u800c\u662f\u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837”\u7406\u89e3\u60c5\u5883\u3001\u7075\u6d3b\u5e94\u5bf9”\u3002\u8fd9\u6b63\u662f”\u7269\u7406\u5e38\u8bc6”\u9769\u547d\u7684\u6838\u5fc3\uff0c\u4ece”\u6559\u52a8\u4f5c”\u5230”\u6559\u7406\u89e3”\u7684\u8303\u5f0f\u8f6c\u79fb\u3002<\/p>\n

Physical Intelligence\u521b\u59cb\u4eba\u5c06\u8fd9\u79cd\u80fd\u529b\u79f0\u4e3a”\u667a\u80fd\u7684\u6697\u7269\u8d28”\uff08Physical common sense is the dark matter of intelligence\uff09\u3002DeepMind\u7684\u54c8\u8428\u6bd4\u65af\u5219\u8ba4\u4e3a\uff0c\u539f\u751f\u591a\u6a21\u6001\u6a21\u578b\u5bf9\u7269\u7406\u4e16\u754c\u7684\u66f4\u597d\u7406\u89e3\uff0c\u53ef\u6210\u4e3a\u673a\u5668\u4eba\u7684\u5927\u8111\u3002\uff08\u96f7\u5cf0\u7f51(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span>\uff09<\/p>\n

“\u6240\u6709\u7684\u8fd9\u4e9b\u70b9\u90fd\u5f52\u7ed3\u5230\u4e00\u4e2a\uff1a\u8981\u5148\u53bb\u7406\u89e3\u8fd9\u4e2a\u4e16\u754c\uff0c\u7136\u540e\u518d\u5230\u8fd9\u4e2a\u4e16\u754c\u91cc\u9762\u53bb\u884c\u52a8\u3002”\u9648\u51ef\u603b\u7ed3\u9053\u3002<\/p>\n

\u8de8\u672c\u4f53\u80fd\u529b\uff1a\u7269\u7406\u5e38\u8bc6\u7684\u8fc1\u79fb\u6548\u5e94<\/p>\n

“\u7269\u7406\u5e38\u8bc6”\u9769\u547d\u7684\u53e6\u4e00\u4e2a\u91cd\u8981\u6210\u679c\uff0c\u662f”\u8de8\u672c\u4f53\u80fd\u529b”\u7684\u6d8c\u73b0\u3002<\/p>\n

\u4f20\u7edf\u65b9\u6cd5\u9700\u8981”\u628a\u4e0d\u540c\u5f62\u6001\u7684\u673a\u5668\u4eba\u7684\u6570\u636e\u505a\u8054\u5408\u8bad\u7ec3”\u624d\u80fd\u5b9e\u73b0\u6280\u80fd\u8fc1\u79fb\u3002\u4f46\u6df1\u5ea6\u673a\u667a\u89c2\u5bdf\u5230\uff1a”\u6709\u4e86\u4e00\u4e2a\u7406\u89e3\u7269\u7406\u5e38\u8bc6\u7684\u5927\u8111\uff0c\u81ea\u7136\u800c\u7136\u77e5\u9053\u9002\u914d\u4ec0\u4e48\u6837\u7684\u8eab\u4f53\u3002”<\/p>\n

\u8fd9\u4e00\u53d1\u73b0\u98a0\u8986\u4e86”\u4e00\u4e2a\u673a\u5668\u4eba\u4e00\u5957\u6570\u636e”\u7684\u884c\u4e1a\u60ef\u4f8b\u3002\u7528LoRA\u9884\u8bad\u7ec3action expert\uff0c\u518d\u7528Franka\u673a\u68b0\u81c2\u5fae\u8c03\uff0c\u6570\u636e\u9700\u6c42\u5927\u5e45\u4e0b\u964d\u2014\u2014”\u4e0d\u540c\u5f62\u6001\u673a\u5668\u4eba\u80cc\u540e\u7684\u7269\u7406\u89c4\u5f8b\u4e00\u6a21\u4e00\u6837”\u3002<\/p>\n

“\u8de8\u672c\u4f53\u662f\u7269\u7406\u667a\u80fd\u589e\u5f3a\u81ea\u7136\u800c\u7136\u4f1a\u51fa\u73b0\u7684\u7ed3\u679c\uff0c\u5e76\u4e0d\u662f\u523b\u610f\u5730\u628a\u591a\u79cd\u673a\u5668\u4eba\u6570\u636e\u653e\u5728\u4e00\u8d77\u8bad\u7ec3\u51fa\u6765\u7684\u7ed3\u679c\u3002”\u9648\u51ef\u89e3\u91ca\u9053\u3002<\/p>\n

\u8fd9\u610f\u5473\u7740\uff0c\u7269\u7406\u5e38\u8bc6\u5177\u6709\u8de8\u5e73\u53f0\u3001\u8de8\u5f62\u6001\u7684\u901a\u7528\u6027\u3002\u4e00\u65e6\u6a21\u578b\u638c\u63e1\u4e86”\u7269\u4f53\u53d7\u529b\u4f1a\u79fb\u52a8””\u6293\u53d6\u9700\u8981\u6469\u64e6\u529b”\u7b49\u57fa\u7840\u89c4\u5f8b\uff0c\u5b83\u5c31\u80fd\u5c06\u8fd9\u4e9b\u77e5\u8bc6\u8fc1\u79fb\u5230\u65b0\u7684\u786c\u4ef6\u5e73\u53f0\u4e0a\uff0c\u800c\u65e0\u9700\u4ece\u5934\u5b66\u4e60\u3002<\/p>\n

\u8fd9\u79cd\u901a\u7528\u6027\uff0c\u6b63\u662f\u901a\u5f80”\u5177\u8eab\u901a\u7528\u667a\u80fd”\u7684\u5173\u952e\u9636\u68af\u3002<\/p>\n

“\u4eba\u7c7b\u5b66\u4e60\u8def\u7ebf”\u6b63\u5728\u56fd\u5185\u6084\u7136\u5d1b\u8d77<\/p>\n

\u5728\u5168\u7403\u5177\u8eab\u667a\u80fd\u7ade\u8d5b\u4e2d\uff0c\u4e2d\u56fd\u4e0e\u7f8e\u56fd\u5448\u73b0\u51fa\u4e0d\u540c\u7684\u4fa7\u91cd\u3002<\/p>\n

\u8fc7\u53bb\uff0c\u4e2d\u56fd\u548c\u7f8e\u56fd\u5728\u5177\u8eab\u667a\u80fd\u9886\u57df\u5185\uff0c\u5176\u5b9e\u662f\u5404\u6709\u4fa7\u91cd\uff0c\u4e2d\u56fd\u805a\u7126\u672c\u4f53\uff0c\u7f8e\u56fd\u662f\u805a\u7126\u5728\u5927\u8111\u4e0a\u3002\u6bd4\u8f83\u5178\u578b\u7684\u662f\u5b87\u6811\u79d1\u6280\u7b49\u516c\u53f8\u5728\u786c\u4ef6\u8fed\u4ee3\u4e0a\u53d6\u5f97\u663e\u8457\u6210\u7ee9\uff0c\u4f46”\u5177\u8eab\u5927\u8111\u4e0a\u7684\u56e2\u961f\u5176\u5b9e\u5e76\u6ca1\u6709\u90a3\u4e48\u591a”\u3002<\/p>\n

\u8fd9\u4e00\u683c\u5c40\u6b63\u5728\u6539\u53d8\u30022025-2026\u5e74\u95f4\uff0c\u56fd\u5185\u5f00\u59cb\u6d8c\u73b0\u4e13\u6ce8”\u5927\u8111”\u7684\u56e2\u961f\u3002\u6df1\u5ea6\u673a\u667a\u7684\u5d1b\u8d77\uff0c\u4ee5\u53ca\u5c0f\u7c73\u3001\u8682\u8681\u3001\u7ae0\u9c7c\u52a8\u529b\u7b49\u516c\u53f8\u57282026\u5e74\u521d\u7eb7\u7eb7\u7ec4\u5efa\u65b0\u56e2\u961f\u8ddf\u8fdb”\u4eba\u7c7b\u5b66\u4e60\u8def\u7ebf”\uff0c\u6807\u5fd7\u7740\u884c\u4e1a\u91cd\u5fc3\u7684\u8f6c\u79fb\u3002<\/p>\n

\u4ece\u67d0\u79cd\u89d2\u5ea6\u4e0a\uff0c\u56fd\u5185\u76ee\u524d\u7684\u8def\u5f84\u548c\u8ba4\u77e5\u4e0a\u548c\u4e16\u754c\u4e00\u6d41\u79d1\u5b66\u5bb6\u533a\u522b\u4e0d\u5927\uff0c\u4f46\u9700\u8981\u66f4\u591a\u7684\u6295\u5165\u3002\u5176\u4e2d\uff0c\u6570\u636e\u6210\u672c\u4f18\u52bf\u5c24\u4e3a\u660e\u663e\uff0c\u7f8e\u56fd\u6807\u6ce8\u7b2c\u4e00\u89c6\u89d227\u4e07\u5c0f\u65f6\u82b1\u4e0a\u4ebf\u7f8e\u5200\uff0c\u4e2d\u56fd\u5343\u4e07\u5c0f\u65f6\u4eba\u529b\u5386\u53f2\u6570\u636e\u4eca\u5e74\u6574\u4e2a\u884c\u4e1a\u5c31\u4f1a\u8fbe\u5230\u3002<\/p>\n

2026\u5e74\uff0c”\u7269\u7406\u5e38\u8bc6”\u9769\u547d\u4ecd\u5904\u4e8e\u65e9\u671f\uff0c\u5c3d\u7ba1\u6df1\u5ea6\u673a\u667a\u76841000\u5c0f\u65f6\u6570\u636e”\u6d8c\u73b0”\u4e86\u7ea0\u9519\u3001\u53d8\u901a\u3001\u8de8\u672c\u4f53\u7b49\u80fd\u529b\uff0c\u4f46\u9648\u51ef\u627f\u8ba4\u8fd9\u4ecd\u662f”\u5076\u7136\u7684\u667a\u80fd\u6d8c\u73b0”\u30022026\u5e74\u5e95\u662f\u5426\u4f1a\u51fa\u73b0”\u6548\u679c\u51fa\u4eba\u610f\u6599\u597d\u7684\u5177\u8eab\u667a\u80fd\u5927\u6a21\u578b”\uff1f\u4e24\u4e09\u5e74\u80fd\u5426\u91cd\u73b0ChatGPT\u65f6\u523b\uff1f<\/p>\n

\u66f4\u6df1\u5c42\u7684\u6311\u6218\u5728\u4e8e\u884c\u4e1a\u751f\u6001\u3002<\/p>\n

“\u7269\u7406\u5e38\u8bc6”\u7684\u63d0\u53d6\u3001\u6807\u6ce8\u3001\u5229\u7528\uff0c\u9700\u8981\u5168\u65b0\u7684\u6a21\u578b\u67b6\u6784\u548c\u8bad\u7ec3\u65b9\u6cd5\uff0c\u4e0e\u5f53\u524d\u4e3b\u6d41\u7684VLA\u3001\u03c00\u67b6\u6784\u5e76\u4e0d\u517c\u5bb9\u3002\u8fd9\u610f\u5473\u7740\uff0c\u62e5\u62b1”\u7269\u7406\u5e38\u8bc6”\u9769\u547d\uff0c\u53ef\u80fd\u9700\u8981\u653e\u5f03\u65e2\u6709\u7684\u6280\u672f\u79ef\u7d2f\u548c\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n

\u4f46\u56de\u62a5\u540c\u6837\u8bf1\u4eba\u3002\u4e00\u65e6\u673a\u5668\u4eba\u5177\u5907\u771f\u6b63\u7684”\u7269\u7406\u5e38\u8bc6”\uff0c\u5b83\u5c06\u4e0d\u518d\u662f”\u6559\u4ec0\u4e48\u4f1a\u4ec0\u4e48”\u7684\u4e13\u7528\u5de5\u5177\uff0c\u800c\u662f”\u7406\u89e3\u60c5\u5883\u3001\u7075\u6d3b\u5e94\u5bf9”\u7684\u901a\u7528\u52a9\u624b\u3002\u8fd9\u5c06\u5f7b\u5e95\u6539\u53d8\u5236\u9020\u4e1a\u3001\u670d\u52a1\u4e1a\u3001\u5371\u9669\u4f5c\u4e1a\u7b49\u65e0\u6570\u9886\u57df\u7684\u751f\u4ea7\u529b\u56fe\u666f\u3002<\/p>\n

\u5728\u8fd9\u65b9\u9762\u7684\u8ba4\u77e5\u4e0a\uff0c\u9648\u51ef\u63d0\u5230”\u8fd9\u53ef\u80fd\u662f\u4eba\u5de5\u667a\u80fd\u7684\u6700\u540e\u4e00\u4e2a\u673a\u4f1a\uff0c\u4e5f\u662f\u6700\u5927\u7684\u4e00\u6b21\u3002”\uff0c\u8fd9\u6216\u8bb8\u662f\u5bf9\u8fd9\u573a\u9769\u547d\u62bc\u6ce8\u7684\u51b3\u5fc3\u3002\uff08\u96f7\u5cf0\u7f51\uff09<\/p>\n

\u5f53\u884c\u4e1a\u4ecd\u5728”\u5927\u529b\u51fa\u5947\u8ff9”\u7684\u4fe1\u4ef0\u4e0b\u5806\u780c\u6570\u636e\u65f6\uff0c\u4e00\u6761”\u7406\u89e3\u4f18\u5148”\u7684\u65b0\u8def\u5f84\u5df2\u7ecf\u663e\u73b0\u3002\u5b83\u4e0d\u662f\u5bf9\u6570\u636e\u91cf\u7684\u5426\u5b9a\uff0c\u800c\u662f\u5bf9\u5b66\u4e60\u8d28\u7684\u91cd\u6784\u2014\u2014\u4ece”\u6a21\u4eff\u52a8\u4f5c”\u5230”\u7406\u89e3\u4e16\u754c”\uff0c\u4ece”\u6559\u7334\u5b50”\u5230”\u53d8\u5b59\u609f\u7a7a”\u3002<\/p>\n

\u8fd9\u573a”\u7269\u7406\u5e38\u8bc6”\u9769\u547d\u80fd\u5426\u6210\u529f\uff0c\u5c06\u51b3\u5b9a\u5177\u8eab\u667a\u80fd\u7684\u4e0b\u4e00\u4e2a\u5341\u5e74\u3002\u800c2026\u5e74\uff0c\u6b63\u662f\u5173\u952e\u7684\u8f6c\u6298\u4e4b\u5e74\u3002<\/p>\n

<\/p>\n

\u96f7\u5cf0\u7f51\u539f\u521b\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n

\n
\n <\/a>
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