{"id":40681,"date":"2025-12-16T21:05:58","date_gmt":"2025-12-16T13:05:58","guid":{"rendered":"https:\/\/17aitech.com\/?p=40681"},"modified":"2025-12-16T21:05:58","modified_gmt":"2025-12-16T13:05:58","slug":"%e5%af%b9%e8%af%9dnoitom-robotics-ceo%e6%88%b4%e8%8b%a5%e7%8a%81%ef%bc%9a%e6%b2%a1%e6%9c%89%e4%ba%ba%e6%af%94%e6%88%91%e6%9b%b4%e9%80%82%e5%90%88%e8%a7%a3%e5%86%b3%e6%9c%ba%e5%99%a8%e4%ba%ba%e7%9a%84","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40681","title":{"rendered":"\u5bf9\u8bddNoitom Robotics CEO\u6234\u82e5\u7281\uff1a\u6ca1\u6709\u4eba\u6bd4\u6211\u66f4\u9002\u5408\u89e3\u51b3\u673a\u5668\u4eba\u7684\u6570\u636e\u95ee\u9898 | GAIR 2025"},"content":{"rendered":"<p>\u5468\u516d\u7684\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\uff08Noitom 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\u79d1\u6280\u8bc4\u8bba\u5bf9\u5176\u8fdb\u884c\u4e86\u4e0d\u6539\u539f\u610f\u7684\u7f16\u8f91\uff1a<\/p>\n<p><\/p>\n<p style=\"text-align: center\"><span style=\"font-size: 18px\"><strong>01Noitom Robotics \u662f\u5bb6\u673a\u5668\u4eba\u7684\u6570\u636e\u516c\u53f8<\/strong><\/span><\/p>\n<p><\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u673a\u5668\u4eba\u516c\u53f8\u62c6\u5206\u51fa\u6765\u7684\u5951\u673a\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u673a\u5668\u4eba\u516c\u53f8\u662f\u5728\u975e\u5e38\u597d\u7684\u5e02\u573a\u673a\u4f1a\u4e0b\u50ac\u751f\u7684\uff0c\u8bfa\u4ea6\u817e 14 \u5e74\u5c31\u5f00\u59cb\u5356\u4ea7\u54c1\uff0c\u5df2\u7ecf\u5356\u4e86\u5341\u6765\u5e74\u4e86\u3002\u5728\u8fd9\u5341\u51e0\u5e74\u91cc\uff0c\u5176\u5b9e\u5ba2\u6237\u91cc\u9762\u4e00\u76f4\u90fd\u6709\u673a\u5668\u4eba\u7684\u5e94\u7528\uff0c\u4e00\u4e9b\u8001\u724c\u7684\u673a\u5668\u4eba\u4f01\u4e1a\uff0c\u4ee5\u53ca Stanford\u3001UC berkeley\u3001Tokyo Robotics \u8fd9\u4e9b\u8ddf\u673a\u5668\u4eba\u76f8\u5173\u7684\u79d1\u7814\u673a\u6784\u3002<\/p>\n<p>\u4f46\u662f\u673a\u5668\u4eba\u7528\u6237\u5728\u8bfa\u4ea6\u817e\u7684\u6574\u4f53\u8425\u6536\u91cc\u7684\u5360\u6bd4\u4e00\u76f4\u90fd\u662f\u4e2a\u4f4d\u6570\uff0c\u4f4e\u4e8e 5%\u3002\u6211\u4f5c\u4e3a\u4f01\u4e1a\u7ba1\u7406\u8005\u751a\u81f3\u5728\u62a5\u8868\u4e0a\u90fd\u770b\u4e0d\u5230\u6709\u4e00\u4e2a\u5206\u7c7b\u53eb\u505a\u673a\u5668\u4eba\uff0c\u53ea\u6709\u4e00\u4e2a\u5206\u7c7b\u53eb\u505a\u6cdb\u79d1\u7814\uff0c\u91cc\u9762\u6709\u4e00\u90e8\u5206\u662f\u8ddf\u673a\u5668\u4eba\u76f8\u5173\u7684\uff0c\u6bd4\u5982\u79d1\u7814\u5360\u5230\u767e\u5206\u4e4b\u5341\u51e0\uff0c\u91cc\u5934\u6709 3% \u662f\u8ddf\u673a\u5668\u4eba\u76f8\u5173\u7684\uff0c\u6240\u4ee5\u6211\u6839\u672c\u5c31\u5173\u6ce8\u4e0d\u5230\u8fd9\u4e2a\u5927\u65b9\u5411\u3002<\/p>\n<p>\u4f46\u5728 2023 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Robotics\uff09\u516c\u53f8\u7684\u878d\u8d44\u60c5\u51b5\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e24\u8f6e\u7d2f\u79ef\u6570\u4ebf\u5143\u7684\u878d\u8d44\uff0c\u4e00\u4e9b\u65b0\u7684\u4fe1\u606f\u5373\u5c06\u516c\u5e03\u3002\u6709\u53ef\u80fd\u5c31\u662f\u4e0b\u5468\u516c\u5e03\u5427\uff0c\u96f7\u5cf0\u7f51<span style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span>\u5e2e\u6211\u53d1\u4e00\u4e0b\uff1f<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\uff08Noitom Robotics\uff09\u516c\u53f8\u662f to B \u8d5b\u9053\u7684\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u662f\u7684\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u5178\u578b\u7684 to B \u4e1a\u52a1\u3002<\/p>\n<p>\u9996\u5148\u6211\u8981\u8bb2\u6e05\u695a\u4e00\u70b9\uff0c\u4e5f\u662f\u501f\u96f7\u5cf0\u7f51\u7684\u5e73\u53f0\u8ddf\u5927\u5bb6\u8bf4\u6e05\u695a\uff1a\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\uff08Noitom Robotics\uff09\u4e0d\u662f\u4e00\u5bb6\u673a\u5668\u4eba\u6570\u91c7\u8bbe\u5907\u516c\u53f8\uff0c\u4e5f\u4e0d\u662f\u4e00\u5bb6\u6570\u91c7\u9879\u76ee\u670d\u52a1\u516c\u53f8\uff0c\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\u662f\u4e00\u5bb6\u673a\u5668\u4eba\u7684\u6570\u636e\u516c\u53f8\uff0c\u4ea4\u6613\u7684\u754c\u9762\u662f\u6570\u636e\u672c\u8eab\uff0c\u6211\u4eec\u4e5f\u4f1a\u5356\u8bbe\u5907\uff0c\u4e5f\u4f1a\u505a\u670d\u52a1\uff0c\u4f46\u662f\u5356\u8bbe\u5907\u8ddf\u505a\u670d\u52a1\u5c31\u4e3a\u4e86\u56db\u4e2a\u5b57\u2014\u2014\u4ea4\u4e2a\u670b\u53cb\u3002<\/p>\n<p>\u5bf9\u6211\u4eec\u6765\u8bf4\uff0c\u5356\u8bbe\u5907\u8ddf\u505a\u670d\u52a1\u5c31\u662f\u4e3a\u4e86\u670d\u52a1\u5c06\u6765\u7684\u6570\u636e\u5ba2\u6237\uff0c\u6211\u4eec\u4e5f\u4e0d\u6307\u7740\u5356\u8bbe\u5907\u8ddf\u505a\u670d\u52a1\u53bb\u8d5a\u94b1\u3002\u6211\u4eec\u5e0c\u671b\u6700\u7ec8\u80fd\u591f\u4e3a\u6211\u4eec\u7684\u670d\u52a1\u5bf9\u8c61\uff0c\u6bd4\u5982\u4e92\u8054\u7f51\u5927\u5382\u3001\u673a\u5668\u4eba\u4f01\u4e1a\u3001\u5177\u8eab\u667a\u80fd\u7684\u6a21\u578b\u516c\u53f8\u7b49\u957f\u671f\u7684\u6570\u636e\u4e1a\u52a1\u4f19\u4f34\uff0c\u7ed9\u4ed6\u4eec\u63d0\u4f9b\u7684\u670d\u52a1\u662f\u6570\u636e\u672c\u8eab\u3002\u7406\u60f3\u60c5\u51b5\u4e0b\u4f60\u522b\u8ddf\u6211\u4e70\u8bbe\u5907\uff0c\u6211\u6765\u6295 Capex\u3001\u6295\u524d\u7f6e\u7684\u56fa\u5b9a\u8d44\u4ea7\uff0c\u6211\u76f4\u63a5\u7ed9\u4f60\u6570\u636e\u5c31\u597d\u3002<\/p>\n<p>\u6211\u4eec\u5e0c\u671b\u5728\u8fd0\u8425\u5c42\u9762\u91cd\u4e00\u70b9\uff0c\u5728\u4ea4\u5272\u4ea4\u4ed8\u7684\u754c\u9762\u8f7b\u4e00\u70b9\u3002\u4e00\u4e2a\u4ee5\u6570\u636e\u672c\u8eab\u4f5c\u4e3a\u4ea4\u5272\u548c\u4ea4\u4ed8\u7684\u754c\u9762\uff0c\u5bf9\u6211\u4eec\u6765\u8bf4\u662f\u66f4\u52a0\u597d\u7684\u4e00\u4e2a\u5546\u4e1a\u6a21\u5f0f\uff0c\u4e5f\u51cf\u5c11\u4e86\u5356\u4e00\u5927\u5806\u8bbe\u5907\u9700\u8981\u7ed9\u5ba2\u6237\u505a\u4e0a\u95e8\u7684\u6280\u672f\u652f\u6301\u3002\u5e0c\u671b\u6240\u6709\u7e41\u7410\u7684\u9700\u8981\u62c9\u626f\u7684\u4e1c\u897f\u90fd\u80fd\u591f\u53d1\u751f\u5728\u6211\u4eec\u81ea\u5df1\u7684\u4f53\u5185\uff0c\u800c\u4e0d\u662f\u53d1\u751f\u5728\u5ba2\u6237\u4e4b\u95f4\u7684\u4ea4\u5272\u754c\u9762\u4e0a\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u6709\u505a\u5f97\u7279\u522b\u597d\u7684\u5927\u578b\u6570\u636e\u516c\u53f8\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u7f8e\u56fd\u5c31\u6709\u6700\u5927\u7684\u4e09\u5bb6\uff0cScale AI\u3001Mercor \u548c Surge AI\u3002Surge AI \u7684 Infra \u548c\u5de5\u5177\u94fe\u505a\u5f97\u7279\u522b\u597d\uff0cMercor \u539f\u672c\u662f\u505a AI \u7684\u4eba\u529b\u62db\u8058\uff0c\u6240\u4ee5\u5b83\u5728\u6570\u636e\u670d\u52a1\u91cc\u7684\u4e13\u957f\u662f\u7528 AI \u53bb\u7b5b\u9009\u4eba\uff0c\u9762\u8bd5\u4eba\uff0c\u9009\u62e9\u6700\u6b63\u786e\u7684\u4eba\uff0c\u628a\u8fd9\u4eba\u5377\u7684\u975e\u5e38\u597d\uff0c\u7ba1\u7406\u7684\u975e\u5e38\u597d\u3002Scale AI \u7684 Benchmark \u548c\u6570\u636e\u7684\u5229\u7528\u6bd4\u5982 AI \u6807\u6ce8\u7b49\u5de5\u4f5c\u505a\u5f97\u975e\u5e38\u7684\u597d\uff0c\u6a21\u578b\u80fd\u529b\u4e5f\u4e0d\u9519\u3002<\/p>\n<p>\u8fd9\u4e09\u5bb6\u5404\u6709\u5404\u7684\u4e13\u957f\uff0c\u90fd\u662f\u5341\u4ebf\u5230\u6570\u5341\u4ebf\u7f8e\u91d1\u6536\u5165\uff0c\u90fd\u975e\u5e38\u5389\u5bb3\uff0c\u53ea\u662f\u6ca1\u6709\u6d6e\u51fa\u6c34\u9762\uff0c\u56e0\u4e3a\u662f\u4f5c\u4e3a\u4e00\u4e2a\u4f4e\u8c03\u7684 to B \u7684\u95f7\u58f0\u8d5a\u94b1\u7684\u6570\u636e\u516c\u53f8\uff0c\u5176\u5b9e\u884c\u5185\u90fd\u77e5\u9053\u4ed6\u4eec\u3002<\/p>\n<p>\u800c\u56fd\u5185\u505a\u7684\u6700\u597d\u7684\u6570\u636e\u516c\u53f8\u4e0d\u4e00\u5b9a\u662f\u4e0a\u5e02\u516c\u53f8\u6d77\u5929\u745e\u58f0\u3002\u5404\u4e2a\u5927\u5382\u90fd\u6709\u81ea\u5df1\u7684\u6570\u636e\u670d\u52a1\u516c\u53f8\uff0c\u4e1a\u52a1\u91cf\u975e\u5e38\u7684\u5927\u3002\u8fd8\u6709\u66fc\u5b5a\u4e5f\u505a\u7684\u86ee\u597d\u7684\u3002<\/p>\n<p>\u6570\u636e\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a to B \u7684\u4e1a\u52a1\uff0c\u7279\u522b\u662f\u5927\u6a21\u578b\u8ddf\u81ea\u52a8\u9a7e\u9a76\uff0c\u7531\u4e8e\u7532\u65b9\u62e5\u6709\u6570\u636e\u7684\u6765\u6e90\uff0c\u751f\u6570\u636e\uff08raw data\uff09\u83b7\u53d6\u7684\u80fd\u529b\u4e0a\u7532\u65b9\u6bd4\u4e59\u65b9\u66f4\u64c5\u957f\uff0c\u7532\u65b9\u6709\u5927\u91cf\u7684\u8f66\u961f\u53ef\u4ee5\u628a\u6570\u636e\u7ed9\u5f00\u56de\u6765\u3002\u90a3\u4e48\u6570\u636e\u516c\u53f8\u5728\u90a3\u8fb9\u5c31\u53d8\u6210\u4e86\u7c7b\u4f3c\u4e8e\u4e00\u4e2a\u4eba\u529b\u5916\u5305\u7684 BPO \u670d\u52a1\uff0c\u76f8\u5bf9\u82e6\u4e00\u70b9\u3002<\/p>\n<p>\u5728\u7f8e\u56fd\u53ef\u4ee5\u4f17\u5305\u5230\u5168\u7403\uff0c\u5b83\u7684\u52b3\u52a8\u529b\u4ef7\u5dee\u5927\u4e00\u4e9b\uff0c\u5982\u679c\u6bd4\u8f83\u8bb2\u7a76\u5de5\u5177\u94fe\u7684 AI \u80fd\u529b\u3001labor \u7684\u7b5b\u9009\u80fd\u529b\uff0c\u5c31\u80fd\u591f\u628a\u6bdb\u5229\u505a\u5f97\u9ad8\u4e00\u70b9\u3002\u53ef\u80fd\u5728\u56fd\u5185\u670d\u52a1\uff0c\u52b3\u52a8\u529b\u4ef7\u5dee\u5c31\u6ca1\u6709\u4e86\uff0c\u5916\u5305\u6210\u672c\u7f6e\u6362\u7684\u6bdb\u5229\u7a7a\u95f4\u5c31\u4f1a\u7a0d\u5fae\u5c0f\u4e00\u70b9\uff0c\u4f1a\u505a\u7684\u6bd4\u8f83\u8f9b\u82e6\u4e00\u70b9\u3002\u6240\u4ee5\u505a\u51fa\u6d77\u7684\u751f\u610f\u90fd\u505a\u7684\u4e0d\u9519\uff0c\u505a\u672c\u5730\u7684 BPO \u670d\u52a1\u7684\u751f\u610f\u90fd\u505a\u7684\u6bd4\u8f83\u82e6\u4e00\u70b9\u3002<\/p>\n<p>\u6240\u4ee5\u4e3a\u4ec0\u4e48\u4e4b\u524d\u5728\u4f60\u5370\u8c61\u5f53\u4e2d\u4f1a\u89c9\u5f97\u6ca1\u6709\u4ec0\u4e48\u6570\u636e\u516c\u53f8\u505a\u7684\u597d\uff1f\u4e00\u65b9\u9762\u80af\u5b9a\u662f\u4eba\u5bb6\u95f7\u58f0\u53d1\u5927\u8d22\uff0c\u4f4e\u8c03\uff0c\u4f46\u66f4\u672c\u8d28\u7684\u662f\u56e0\u4e3a\u4f20\u7edf\u7684\u6570\u636e\u516c\u53f8\u670d\u52a1\u7684\u662f\u5927\u6a21\u578b\u548c\u81ea\u52a8\u9a7e\u9a76\uff0c\u7532\u65b9\u83b7\u53d6\u6570\u636e\u80fd\u529b\u76f8\u5bf9\u6bd4\u8f83\u5f3a\u4e00\u70b9\uff0c\u7ed9\u5230\u7684\u6d3b\u513f\u53d8\u6210\u4e86\u62db\u4eba\u548c\u70b9\u9f20\u6807\uff0c\u6ea2\u4ef7\u4e0d\u4f1a\u7279\u522b\u9ad8\uff0c\u4f46\u662f\u673a\u5668\u4eba\u884c\u4e1a\u4e0d\u4e00\u6837\uff0c\u7532\u65b9\u6ca1\u6570\u636e\uff0c\u6240\u4ee5\u6709\u4e00\u4e9b\u65b0\u7684\u673a\u4f1a\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u90a3\u4f60\u4eec\u4f1a\u5bf9\u6807\u8fd9\u4e9b\u516c\u53f8\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u5176\u5b9e\u5e76\u6ca1\u6709\u76f4\u63a5\u5bf9\u6807\uff0c\u4e1a\u52a1\u903b\u8f91\u548c\u5546\u4e1a\u6a21\u5f0f\u4e0d\u592a\u4e00\u6837\u4e86\uff0c\u673a\u5668\u4eba\u5bf9\u4e8e\u6570\u636e\u7684\u9700\u6c42\u8fd9\u4ef6\u4e8b\u60c5 23 \u5e74\u5e74\u5e95\u624d\u51fa\u73b0\uff0c 24 \u5e74\u840c\u82bd\uff0c\u5230\u4e86 25 \u5e74\u624d\u5fae\u5fae\u7684\u4e0a\u4e86\u4e00\u70b9\u4f53\u91cf\uff0c\u660e\u5e74\u53ef\u80fd\u662f\u4e00\u4e2a\u975e\u5e38\u5927\u7684\u53d1\u5c55\u671f\uff0c\u6240\u4ee5\u6ca1\u6709\u4efb\u4f55\u4f01\u4e1a\u662f\u53ef\u4ee5\u5bf9\u6807\u7684\u3002<\/p>\n<p>\u4ece\u751f\u610f\u6a21\u5f0f\u548c\u80fd\u529b\u50a8\u5907\u4e0a\u9762\u6765\u8bb2\uff0c\u521a\u624d\u8bf4\u7684\u7f8e\u56fd\u90a3\u4e09\u5bb6\u53ef\u4ee5\u505a\u4e00\u4e9b\u53c2\u8003\uff0c\u4f46\u662f\u4ed6\u4eec\u4e5f\u4ec5\u4ec5\u662f\u5728\u8fd9\u4e2a\u5de5\u4f5c\u7684\u540e\u7aef\u3002\u6211\u4eec\u5f97\u5148\u628a\u6570\u636e\u83b7\u53d6\u8fc7\u6765\uff0c\u4e4b\u540e\u518d\u8ddf\u8fd9\u4e09\u5bb6\u516c\u53f8\u5b66\u5b66\u5f3a\u5728\u54ea\u91cc\u3002\u8fd9\u4ef6\u4e8b\u60c5\u8fd8\u662f\u5f97\u8981\u65b0\u62d3\u5c55\uff0c\u56e0\u4e3a\u7532\u65b9\u6ca1\u6570\u636e\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u548c\u5176\u4ed6\u7684\u4e00\u4e9b\u673a\u5668\u4eba\u6570\u636e\u516c\u53f8\u76f8\u6bd4\uff0c\u4f60\u4eec\u7684\u4f18\u52bf\u662f\u4ec0\u4e48\u5462\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u9996\u5148\u6211\u6ca1\u6709\u770b\u5230\u4ec0\u4e48\u503c\u5f97\u6211\u76ee\u524d\u7279\u522b\u5173\u6ce8\u7684\u673a\u5668\u4eba\u6570\u636e\u516c\u53f8\uff0c\u6211\u73b0\u5728\u80fd\u591f\u770b\u5230\u7684\u4e00\u4e9b\u5356\u673a\u5668\u4eba\u6570\u636e\u91c7\u96c6\u8bbe\u5907\u548c\u505a\u4e00\u4e9b\u673a\u5668\u4eba\u6570\u636e\u91c7\u96c6\u9879\u76ee\u7684\u516c\u53f8\uff0c\u7b2c\u4e00\uff0c\u89c4\u6a21\u90fd\u5f88\u5c0f\uff0c\u7b2c\u4e8c\uff0c\u4ed6\u4eec\u6682\u65f6\u8fd8\u6ca1\u6709\u79ef\u7d2f\u51fa\u6765\u503c\u5f97\u656c\u754f\u7684\u5de5\u7a0b\u91cf\uff0c\u53ef\u80fd\u5c31\u662f\u5728\u8fd9\u6837\u7684\u884c\u4e1a\u91cc\u9762\u505a\u4e86\u4e00\u4e9b\u8fd8\u4e0d\u9519\u7684\u4e00\u4e9b\u9879\u76ee\u800c\u5df2\u3002\u6211\u81f3\u5c11\u5728\u5546\u4e1a\u5b9e\u8df5\u7684\u524d\u7aef\u6ca1\u6709\u770b\u5230\u503c\u5f97\u6211\u4eec\u73b0\u5728\u7279\u522b\u5173\u6ce8\u7684\u6311\u6218\uff0c\u6240\u4ee5\u6211\u4e5f\u6ca1\u6709\u529e\u6cd5\u6bd4\u8f83\u3002<\/p>\n<p>\u6838\u5fc3\u7684\u70b9\u8fd8\u662f\u8981\u6210\u4e3a\u4e00\u4e2a\u673a\u5668\u4eba\u7684\u6570\u636e\u516c\u53f8\uff0c\u7edd\u4e0d\u53ea\u662f\u80fd\u591f\u505a\u4e00\u4e9b\u52a8\u6355\u7684\u8bbe\u5907\u6216\u8005\u80fd\u627f\u63a5\u4e00\u4e9b\u8ddf\u673a\u5668\u4eba\u6570\u636e\u76f8\u5173\u7684\u9879\u76ee\uff0c\u5c31\u53ef\u4ee5\u8ba4\u4e3a\u81ea\u5df1\u662f\u4e00\u4e2a\u673a\u5668\u4eba\u6570\u636e\u884c\u4e1a\u91cc\u9762\u6709\u7ade\u4e89\u529b\u7684\u516c\u53f8\u4e86\u3002\u5176\u5b9e\u4e2d\u95f4\u5dee\u7740\u597d\u591a\u597d\u591a\uff0c\u56e0\u4e3a\u8fd9\u4ef6\u4e8b\u60c5\u7684\u590d\u6742\u5ea6\u5f88\u9ad8\uff0c\u4e0d\u7ba1\u5404\u4e2a\u6a21\u6001\u7684\u6570\u636e\u5982\u4f55\uff0c\u53c8\u8981\u4fdd\u771f\uff0c\u53c8\u8981\u4f4e\u6210\u672c\uff0c\u53c8\u8981\u6210\u4f53\u91cf\u9ad8\u6548\u7684\u80fd\u591f\u83b7\u53d6\u56de\u6765\uff0c\u800c\u4e14\u8fd8\u8981\u6709\u80fd\u529b\u8ba9\u6570\u636e\u80fd\u591f\u8de8\u672c\u4f53\uff0c\u672c\u8d28\u4e0a\u662f\u8de8\u5ba2\u6237\uff0c\u5982\u679c\u91c7\u7684\u4e00\u6279\u6570\u636e\u53ea\u80fd\u670d\u52a1\u4e00\u4e2a\u5ba2\u6237\uff0c\u90a3\u5c31\u662f\u4e2a\u9879\u76ee\u516c\u53f8\u3002<\/p>\n<p>\u6240\u4ee5\u6211\u4eec\u8ddf\u5176\u4ed6\u5728\u673a\u5668\u4eba\u6570\u636e\u884c\u4e1a\u91cc\u9762\u505a\u4e00\u4e9b\u8bbe\u5907\u548c\u505a\u4e00\u4e9b\u9879\u76ee\u7684\u516c\u53f8\u6bd4\u8d77\u6765\uff0c\u7b2c\u4e00\uff0c\u6211\u4eec\u6709\u771f\u6b63\u7684\u4ea7\u54c1\u4ea4\u4ed8\u7684\u80fd\u529b\uff0c\u6211\u5728\u505a\u8bfa\u4ea6\u817e\u7684\u65f6\u5019\uff0c\u60ef\u6027\u52a8\u6355\u8bbe\u5907\u5728\u5168\u7403\u5c31\u80fd\u505a\u5230 70% \u7684\u5e02\u573a\u4efd\u989d\uff0c\u7b2c\u4e8c\u540d\u5230\u6700\u540e\u4e00\u540d\u52a0\u4e00\u5757\u6ca1\u6709\u6211\u4eec\u4e00\u534a\u591a\u3002\u6211\u4eec\u505a\u8fc7\u51e0\u5343\u4e07\u3001\u5343\u4eba\u8fd9\u4e2a\u7ea7\u522b\u7684\u5927\u9879\u76ee\uff0c\u6240\u4ee5\u8fd9\u65b9\u9762\u7684\u7ecf\u9a8c\u548c\u5b9e\u9645\u7684\u4ea7\u54c1\u4ea4\u4ed8\u7684\u7ecf\u9a8c\u3001\u590d\u6742\u5de5\u4f5c\u7684\u4ea4\u4ed8\u80fd\u529b\u662f\u7edd\u5927\u90e8\u5206\u5176\u4ed6\u4eba\u4e0d\u5177\u5907\u7684\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-86d557768a6ead06dc078e9ee2db162a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-86d557768a6ead06dc078e9ee2db162a.png\"><\/a><\/p>\n<p style=\"text-align: center\"><span style=\"font-size: 14px\">Source:Noitom Robotics<\/span><\/p>\n<p>\u7136\u540e\u8fd8\u6709\u4e00\u4e2a\u7279\u522b\u5927\u7684\u4f18\u52bf\u662f\uff1a\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\uff08Noitom Robotics\uff09\u662f\u8fd9\u4e2a\u884c\u4e1a\u91cc\u9762\u552f\u4e00\u6e05\u695a\u673a\u5668\u4eba\u6570\u636e\u8fd9\u4e2a\u4e1a\u52a1\u8be5\u600e\u4e48\u505a\u7684\u516c\u53f8\u3002\u8fd9\u4e2a\u884c\u4e1a\u592a\u5927\u4e86\uff0c\u6240\u4ee5\u5b83\u503c\u5f97\u8c0b\u5b9a\u800c\u540e\u52a8\uff0c\u503c\u5f97\u60f3\u6e05\u695a\u8be5\u600e\u4e48\u8fd0\u4f5c\u548c\u5851\u9020\u5546\u4e1a\u6a21\u5f0f\u3002\u600e\u4e48\u53bb\u8865\u77ed\u677f\u548c\u52a0\u957f\u677f\u5f88\u91cd\u8981\uff0c\u6bd4\u505a\u4e8b\u60c5\u8fd8\u91cd\u8981\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u628a\u8fd9\u4e2a\u516c\u53f8\u5206\u62c6\u51fa\u6765\u505a\uff0c\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6709\u8fd9\u4e48\u591a\u7279\u522b\u597d\u7684\u6295\u8d44\u4eba\u613f\u610f\u5e2e\u52a9\uff0c\u613f\u610f\u7ed9\u6211\u4eec\u591a\u4e00\u70b9\u7684\u94b1\u53bb\u505a\u8fd9\u4e2a\u4e8b\u60c5\u7684\u539f\u56e0\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u6240\u4ee5\u5728\u60a8\u521b\u7acb\u7684\u65f6\u5019\uff0c\u57fa\u672c\u4e0a\u5c31\u60f3\u597d\u4e86\u8fd9\u4e2a\u516c\u53f8\u672a\u6765\u7684\u89c4\u5212\uff1f\u60a8\u89c9\u5f97\u80fd\u505a\u5230\u7b2c\u4e00\u4f4d\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u5b8c\u5168\u5df2\u7ecf\u8003\u8651\u597d\u4e86\uff0c\u72ec\u7acb\u878d\u8d44\u5c31\u662f\u5e0c\u671b\u628a\u8fd9\u4ef6\u4e8b\u60c5\u505a\u5230\u66f4\u597d\u3002\u5bf9\u4e8e\u505a\u5230\u7b2c\u4e00\u4f4d\u8fd9\u4ef6\u4e8b\u60c5\u6211\u8fd8\u662f\u5f88\u6709\u4fe1\u5fc3\u7684\uff0c\u8054\u5408\u521b\u59cb\u4eba\u4eec\u7684\u80fd\u529b\u90fd\u975e\u5e38\u5f3a\uff0c\u6bd4\u5982\u9996\u5e2d\u79d1\u5b66\u5bb6\u4e4b\u524d\u662f\u817e\u8baf\u5177\u8eab\u6a21\u578b\u7684\u4e00\u53f7\u4f4d\uff1bCFO \u505a\u8fc7\u7f8e\u80a1\u7684\u4e0a\u5e02\u9000\u5e02\uff0c\u505a\u8fc7\u6e2f\u80a1\u7684\u4e0a\u5e02\uff0c\u505a\u8fc7A\u80a1\u7684\u4e0a\u5e02\uff0c\u505a\u8fc7\u5f88\u5927\u7684\u516c\u53f8\u7684\u6218\u6295\u8d1f\u8d23\u4eba\uff1b\u786c\u4ef6\u5de5\u7a0b\u7684\u4e00\u53f7\u4f4d\uff0c\u539f\u6765\u5728\u5b57\u8282\u65b0\u77f3\u5b9e\u9a8c\u5ba4\u505a\u786c\u4ef6\u7684\u5927leader\u3002\u8fd9\u4e9b\u4f19\u4f34\u4eec\u6709\u80fd\u529b\u3001\u6709\u4fe1\u5fc3\u3002\u5f88\u591a\u4eba\u7684\u85aa\u916c\u90fd\u662f\u9664\u4ee5 3 \u540e\u624d\u5230\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\uff08Noitom Robotics\uff09\u8fd9\u8fb9\u6765\u7684\uff0c\u6240\u4ee5\u80af\u5b9a\u4e0d\u662f\u56fe\u4e00\u4e2a\u5c0f\u7684\u4e8b\u60c5\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u76ee\u6807\u662f\u505a\u5230\u4e0a\u5e02\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u8d44\u672c\u5e02\u573a\u53ea\u662f\u4e00\u4e2a\u628a\u4e8b\u60c5\u505a\u5927\u7684\u624b\u6bb5\uff0c\u4e0d\u662f\u4e00\u4e2a\u76ee\u6807\u3002\u6240\u4ee5\u4e0a\u5e02\u4e0d\u662f\u76ee\u6807\uff0c\u662f\u624b\u6bb5\uff0c\u672c\u8d28\u4e0a\u662f\u591a\u4e00\u79cd\u66f4\u52a0\u81ea\u7531\u548c\u65b9\u4fbf\u7684\u52df\u8d44\u7684\u624b\u6bb5\u3002<\/p>\n<p>\u6211\u4eec\u5e0c\u671b\u80fd\u505a\u5177\u8eab\u667a\u80fd\u673a\u5668\u4eba\u8fd9\u4e2a\u884c\u4e1a\u91cc\u6700\u5927\u7684\u6570\u636e\u63d0\u4f9b\u5546\uff0c\u5e0c\u671b\u662f\u5355\u4e00\u6700\u5927\u7684\u6570\u636e\u63d0\u4f9b\u5546\uff0c\u8fd9\u4e2a\u624d\u662f\u6211\u4eec\u7684\u76ee\u6807\uff0c\u800c\u4e14\u505a\u5927\u4e5f\u4e0d\u662f\u76ee\u6807\uff0c\u80fd\u591f\u7ed9\u884c\u4e1a\u89e3\u51b3\u95ee\u9898\u624d\u662f\u76ee\u6807\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u8fd9\u884c\u4e1a\u91cc\u5934\u6ca1\u6709\u4eba\u6bd4\u6211\u66f4\u9002\u5408\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4e0d\u8ba4\u4e3a\u6709\u4efb\u4f55\u4eba\u5728\u8fd9\u65b9\u9762\u7684\u80fd\u529b\u79ef\u7d2f\u3001\u89c1\u8bc6\u6bd4\u6211\u5f3a\u3002\u5305\u62ec\u7f8e\u56fd\u5927\u5bb6\u89c9\u5f97\u5f88\u5389\u5bb3\u7684\u4f01\u4e1a\uff0c\u4ed6\u4eec\u5bf9\u673a\u5668\u4eba\u884c\u4e1a\u7684\u7406\u89e3\u6216\u8005\u5bf9\u672c\u4f53\u3001\u5408\u6210\u4eff\u771f\u5e73\u53f0\u7684\u7406\u89e3\u80af\u5b9a\u662f\u6bd4\u6211\u6df1\uff0c\u8bdd\u8bed\u6743\u4e5f\u5f3a\u3002\u4f46\u662f\u5728\u6570\u636e\u3001\u6570\u636e\u7684\u5229\u7528\u94fe\u8def\u548c\u6570\u636e\u83b7\u53d6\u7684\u9014\u5f84\uff0c\u8fd9\u4e2a\u5b50\u8d5b\u9053\u4e0a\u9762\u4ed6\u4eec\u90fd\u5f97\u8fc7\u6765\u542c\u6211\u8bb2\u5e94\u8be5\u600e\u4e48\u505a\u8fd9\u4e2a\u4e8b\u60c5\u3002<\/p>\n<p><\/p>\n<p style=\"text-align: center\"><span style=\"font-size: 18px\"><strong>02\u6570\u636e\u5de5\u5382\u53ea\u662f\u4e00\u5757\u62fc\u56fe<\/strong><\/span><\/p>\n<p><\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\uff08Noitom Robotics\uff09\u4e3b\u8981\u662f\u901a\u8fc7\u6570\u636e\u5de5\u5382\u91c7\u96c6\u6570\u636e\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u6570\u636e\u4e0d\u5149\u662f\u4ece\u5de5\u5382\u6765\uff0c\u6570\u636e\u7684\u6765\u6e90\u5176\u5b9e\u6709\u5f88\u591a\u79cd\u3002\u6bd4\u5982\u673a\u5668\u4eba\u7684\u9065\u64cd\u4f5c\u6570\u636e\uff0c\u8fd9\u4e2a\u6570\u636e\u7684\u751f\u4ea7\u53d1\u751f\u5728\u7532\u65b9\u673a\u5668\u4eba\u5382\u5546\u90a3\u8fb9\u5f88\u5408\u9002\uff0c\u4e5f\u8fd8\u6709\u66f4\u5927\u4f53\u91cf\u7684\u5176\u4ed6\u7c7b\u578b\u6570\u636e\u503c\u5f97\u4ee5\u5de5\u5382\u5f62\u6001\u6216\u8005\u5176\u4ed6\u5f62\u6001\u53bb\u751f\u4ea7\u3002<\/p>\n<p>\u6211\u4eec\u9664\u4e86\u5de5\u5382\u5f62\u6001\u8fd8\u6709\u5176\u4ed6\u5f62\u6001\u7684\u6570\u636e\u751f\u4ea7\u6a21\u5f0f\uff0c\u4f1a\u7528\u5404\u79cd\u5404\u6837\u7684\u65b9\u5f0f\u65b9\u6cd5\u53bb\u83b7\u53d6\u9002\u5408\u8fd9\u4e2a\u884c\u4e1a\u7684\u6570\u636e\uff0c\u5de5\u5382\u53ea\u662f\u5176\u4e2d\u4e00\u79cd\u65b9\u5f0f\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u91c7\u96c6\u6570\u636e\u7684\u64cd\u4f5c\u601d\u8def\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u8fd9\u4e00\u6b21\u5177\u8eab\u667a\u80fd\u8ddf\u673a\u5668\u4eba\u7684\u53d1\u5c55\uff0c\u5e95\u5c42\u5047\u8bbe\u662f\u4eff\u751f\u5b66\u7684\u80dc\u5229\u3002\u4e0d\u7ba1\u662f\u6a21\u578b\u8fd8\u662f\u672c\u4f53\u7684\u5f62\u6001\uff0c\u73b0\u5728\u53eb\u4eba\u5f62\u673a\u5668\u4eba\u6216\u8005\u7c7b\u4eba\u673a\u5668\u4eba\uff0c\u591a\u6a21\u6001\u6a21\u578b\u662f\u6781\u5ea6\u7684\u6a21\u4eff\u4eba\u7684\u5927\u8111\u7684\u51b3\u7b56\u548c\u6267\u884c\u7684\u5168\u94fe\u8def\u3002\u65e0\u8bba\u662f\u6a21\u578b\u8fd8\u662f\u672c\u4f53\u7ed3\u6784\uff0c\u672c\u8d28\u4e0a\u662f\u975e\u5e38\u4eff\u4eba\u4eff\u751f\u7684\uff0cURDF \u7684\u5c42\u9762\u90fd\u662f\u4e00\u4e2a\u4eff\u751f\u5b66\uff0c\u6240\u4ee5\u53cd\u8fc7\u6765\u5bf9\u4e8e\u6570\u636e\u7684\u9700\u6c42\u5176\u5b9e\u4e5f\u662f\u4eff\u751f\u7684\u3002<\/p>\n<p>\u5728\u601d\u8003\u5bf9\u6570\u636e\u7684\u9700\u6c42\u8be5\u600e\u4e48\u63d0\u7684\u65f6\u5019\uff0c\u6700\u4e0d\u5e94\u8be5\u7684\u662f\u505a\u5e02\u573a\u8c03\u7814\uff0c\u770b\u5ba2\u6237\u9700\u8981\u4ec0\u4e48\u5c31\u7ed9\u4ed6\u4ec0\u4e48\uff0c\u56e0\u4e3a\u73b0\u5728\u6280\u672f\u8fd8\u6ca1\u6709\u6536\u655b\uff0c\u6240\u6709\u7684\u5ba2\u6237\u4e5f\u5728\u63a2\u7d22\u9014\u4e2d\u90fd\u662f\u534a\u61c2\u4e0d\u61c2\u7684\u72b6\u6001\uff0c\u6240\u6709\u4eba\u90fd\u5728\u8bd5\u9519\uff0c\u610f\u89c1\u4e5f\u90fd\u4e0d\u7edf\u4e00\u3002\u5f53\u6ca1\u6709\u6536\u655b\u7684\u65f6\u5019\u53bb\u505a\u8c03\u7814\uff0c\u4f1a\u53d1\u73b0\u5927\u5bb6\u662f\u65e2\u8981\u53c8\u8981\uff0c\u6216\u8005\u5ba2\u6237\u4e4b\u95f4\u7684\u4ea4\u96c6\u5c0f\u5230\u53ea\u80fd\u7ed9 A \u505a\u4e2a\u9879\u76ee\uff0c\u518d\u7ed9 B \u505a\u4e2a\u9879\u76ee\uff0c\u4ed6\u4eec\u4fe9\u4e4b\u95f4\u7684\u9700\u6c42\u662f\u5b8c\u5168\u6ca1\u6709\u4ea4\u96c6\u7684\uff0c\u8fd9\u662f\u6781\u6709\u53ef\u80fd\u53d1\u751f\u7684\u4e00\u4ef6\u4e8b\u60c5\uff0c\u6240\u4ee5\u8fd9\u663e\u7136\u4e0d\u884c\u3002<\/p>\n<p>\u6240\u4ee5\u601d\u8003\u5e94\u8be5\u83b7\u53d6\u4ec0\u4e48\u6837\u7684\u6570\u636e\uff1f\u6216\u8005\u5e94\u8be5\u79ef\u7d2f\u4ec0\u4e48\u6837\u7684\u6570\u636e\uff1f\u5230\u5e95\u4ec0\u4e48\u6837\u7684\u6570\u636e\u3001\u6a21\u6001\u3001\u4f53\u91cf\u3001\u7ef4\u5ea6\u3001\u7cbe\u5ea6\u3001\u7279\u6027\u662f\u5fc5\u987b\u7684\uff1f\u6211\u4eec\u7684\u601d\u8def\u8fd8\u662f\u4eff\u751f\uff0c\u4ece\u4eba\u7684\u89d2\u5ea6\u53bb\u601d\u8003\u3002\u6bd4\u5982\u628a\u5496\u5561\u62ff\u8d77\u6765\u6253\u91cf\u4e00\u4e0b\u559d\u4e00\u53e3\u8fd9\u4e2a\u5168\u8fc7\u7a0b\uff0c\u5176\u5b9e\u7528\u5230\u4e86\u5f88\u591a\u6a21\u6001\uff0c\u8fd9\u4e9b\u4fe1\u606f\u90fd\u662f\u6211\u4f5c\u4e3a\u4e00\u4e2a\u4eba\u5f62\u7684\u672c\u4f53\u5728\u5b8c\u6210\u8fd9\u4e2a\u5168\u8fc7\u7a0b\u6240\u9700\u8981\u7684\u8f93\u5165 input\u3002<\/p>\n<p>\u5047\u5982\u4e00\u4e2a\u672c\u4f53\u7684\u5927\u8111\u6682\u65f6\u8fd8\u4e0d\u5177\u5907\u6267\u884c\u8fd9\u4e2a\u4efb\u52a1\u7684\u80fd\u529b\u7684\u8bdd\uff0c\u90a3\u81f3\u5c11\u8981\u4ece\u4eff\u751f\u7684\u89d2\u5ea6\u53bb\u601d\u8003\uff0c\u786e\u4fdd\u6240\u6211\u9700\u8981\u6570\u636e\u7684\u6a21\u6001\u3001\u7cbe\u5ea6\u3001\u91cf\u7a0b\u3001\u8303\u56f4\u3001\u5e27\u7387\u2014\u2014\u8fd9\u4e9b\u662f\u4eff\u751f\u7684\u89d2\u5ea6\u53bb\u601d\u8003\u7684\u2014\u2014\u80fd\u6ee1\u8db3\u4eba\u7c7b\u672c\u8eab\u6267\u884c\u8f93\u5165\u4fe1\u606f\u7684\u5e95\u7ebf\u9700\u6c42\uff0c\u81f3\u5c11\u4fdd\u4f4f\u4e86\u8fd9\u4e2a\u300c\u5e95\u7ebf\u300d\uff0c\u5c31\u4fdd\u4f4f\u4e86\u672a\u6765\u6362\u4e2a\u672c\u4f53\u8fd9\u4ef6\u4e8b\u60c5\u662f\u9ad8\u6982\u7387\u80fd\u591f\u5b8c\u6210\u7684\u3002\u6240\u4ee5\u5728\u505a\u6570\u91c7\u6280\u672f\u8def\u5f84\u9009\u62e9\u7684\u65f6\u5019\uff0c\u5176\u5b9e\u601d\u8def\u5c31\u662f\u4eff\u751f\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u4f60\u4eec\u4e3b\u8981\u552e\u5356\u7684\u6570\u636e\u662f\u771f\u673a\u6570\u636e\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u4e0d\u662f\u771f\u673a\u6570\u636e\uff0c\u662f\u771f\u5b9e\u6570\u636e\u3002\u771f\u673a\u548c\u771f\u5b9e\u6570\u636e\u662f\u6709\u672c\u8d28\u533a\u522b\u7684\u3002\u771f\u673a\u6570\u636e\u6307\u7684\u662f\u7528\u9065\u64cd\u4f5c\u6216 real world \u7684 RL \u65b9\u5f0f\u5728\u673a\u5668\u4eba\u8eab\u4e0a\u91c7\u7684\u6570\u636e\uff0c\u771f\u673a\u6570\u636e\u662f\u975e\u5e38\u4f18\u8d28\u7684\u6570\u636e\uff0c\u4e00\u5b9a\u662f\u6709\u5f88\u5f3a\u7684\u4ef7\u503c\u7684\u3002<\/p>\n<p>\u6211\u5728 GAIR \u5927\u4f1a\u4e0a\u5c31\u4f1a\u8bb2\uff0c\u771f\u673a\u6570\u636e\u5bf9\u4e8e\u6bcf\u4e00\u6b3e\u673a\u5668\u4eba\u90fd\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\uff0c\u56e0\u4e3a\u53ea\u6709\u771f\u673a\u6570\u636e\u5f53\u4e2d\u624d\u6709\u8ddf\u673a\u5668\u4eba\u76f8\u5173\u7684\u771f\u673a\u7279\u6027\u3002\u5b83\u7684\u4f20\u611f\u7279\u6027\u3001\u6784\u578b\u7279\u6027\u3001\u5236\u52a8\u7279\u6027\u3001\u9a71\u52a8\u7279\u6027\uff0c\u5305\u62ec\u751f\u4ea7\u5236\u9020\u5f53\u4e2d\u7684\u5404\u79cd\u5404\u6837\u7684\u6ce2\u52a8\uff0c\u8fd9\u4e9b\u4fe1\u606f\u90fd\u662f\u901a\u8fc7\u5176\u4ed6\u6570\u636e\u5f97\u4e0d\u5230\u7684\uff0c\u771f\u673a\u6570\u636e\u5c31\u6709\u8fd9\u4e9b\u4fe1\u606f\uff0c\u6240\u4ee5\u771f\u673a\u6570\u636e\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u3002<\/p>\n<p>\u4f46\u662f\u771f\u673a\u6570\u636e\u6709\u4e00\u4e2a\u7279\u522b\u5927\u7684\u95ee\u9898\uff0c\u5c31\u662f\u5b83\u4e0d\u80fd\u8de8\u672c\u4f53\u3002\u4f60\u5728\u5b87\u6811 G1 \u4e0a\u9762\u91c7\u7684\u6570\u636e\uff0c\u522b\u8bf4\u5230\u5c0f\u9e4f\u7684\u673a\u5668\u4eba\u4e0a\uff0c\u5230\u5b87\u6811\u81ea\u5bb6 H1 \u4e0a\u9762\u90fd\u7528\u4e0d\u4e86\u3002\u56e0\u4e3a\u5b83\u7684\u4f20\u611f\u5668\u3001\u9a71\u52a8\u5668\u3001\u8eab\u6750\u6bd4\u4f8b\u548c\u6784\u578b\u4e0d\u4e00\u6837\u3002\u6709\u8fd9\u4e48\u5927\u7684 gap\uff0c\u90a3\u4e48\u6570\u636e\u8fc1\u79fb\u5230\u53e6\u5916\u4e00\u4e2a\u672c\u4f53\u4e0a\u9762\uff0cVLA model \u7684\u8bad\u7ec3\u6536\u76ca\u662f\u663e\u8457\u4f4e\u7684\uff0c\u6240\u4ee5\u771f\u673a\u6570\u636e\u4e0d\u884c\uff0c\u4f46\u771f\u5b9e\u6570\u636e\u80af\u5b9a\u8981\u7684\uff0c\u6211\u4eec\u9009\u62e9\u91c7\u96c6\u7684\u6570\u636e\u5c31\u662f\u4ece\u4eba\u8eab\u4e0a\u91c7\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u91c7\u96c6\u6570\u636e\u4e3b\u8981\u662f\u7528\u52a8\u4f5c\u6355\u6349\u8bbe\u5907\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u52a8\u4f5c\u6355\u6349\u53ea\u662f\u5176\u4e2d\u7684\u4e00\u4e2a\u6a21\u6001\uff0c\u53ea\u6709\u4eba\u7684\u52a8\u4f5c\u59ff\u6001\u6570\u636e\u662f\u8ddf\u52a8\u4f5c\u6355\u6349\u8bbe\u5907\u76f8\u5173\u7684\uff0c\u8fd8\u6709\u89c6\u89c9\u3001\u529b\u89e6\u89c9\u3001\u542c\u89c9\u90a3\u4e9b\u6a21\u6001\u3002\u6240\u4ee5\u52a8\u4f5c\u6355\u6349\u7684\u6280\u672f\u548c\u8bbe\u5907\u53ea\u5b8c\u6210\u4e86\u6570\u636e\u91c7\u96c6\u5176\u4e2d\u7684\u5355\u4e00\u6a21\u6001\uff0c\u53ea\u662f\u6bd4\u8f83\u91cd\u8981\u7684\u4e00\u4e2a\u7ec4\u6210\u90e8\u5206\u800c\u5df2\u3002<\/p>\n<p>\u539f\u6765\u6211\u505a\u7684\u52a8\u4f5c\u6355\u6349\u8bbe\u5907\u662f\u7ed9\u5176\u4ed6\u884c\u4e1a\u505a\u7684\uff0c\u6bd4\u5982\u5f71\u89c6\u884c\u4e1a\u548c VR \u4ea4\u4e92\u884c\u4e1a\uff0c\u4e0d\u662f\u7ed9\u673a\u5668\u4eba\u884c\u4e1a\u505a\u7684\u3002\u800c\u673a\u5668\u4eba\u884c\u4e1a\u6bd4\u539f\u6765\u7684\u884c\u4e1a\u5927\u5f88\u591a\uff0c\u7528\u5176\u4ed6\u884c\u4e1a\u505a\u51fa\u6765\u7684\u8bbe\u5907\u5c06\u5c31\u6d4b\u4e00\u6d4b\u3001\u91cf\u4e00\u91cf\uff0c\u80af\u5b9a\u662f\u6709\u95ee\u9898\u7684\u3002<\/p>\n<p>\u4e3a\u4e86\u673a\u5668\u4eba\u884c\u4e1a\uff0c\u6211\u4eec\u662f\u503c\u5f97\u4ece\u5934\u50a8\u5907\u4e00\u7cfb\u5217\u7684\u8bbe\u5907\u548c\u6280\u80fd\u7684\uff0c\u800c\u4e14\u8bbe\u5907\u53ea\u662f\u628a\u6570\u636e\u83b7\u53d6\u56de\u6765\uff0c\u6570\u636e\u8be5\u600e\u4e48\u5229\u7528\uff1f\u8be5\u600e\u4e48\u8bad\u7ec3\uff1f\u8be5\u600e\u4e48\u540e\u5904\u7406\uff1f\u8be5\u600e\u4e48\u8fdb\u884c\u6a21\u6001\/\u7ef4\u5ea6\u7684\u589e\u5e7f\u548c\u8865\u5168\uff1f\u8fd9\u90fd\u662f\u5927\u91cf\u7684\u5de5\u4f5c\u8981\u505a\u7684\u3002<\/p>\n<p>\u6240\u4ee5\u6211\u4e00\u4e0a\u6765\u5c31\u8bf4\u8bfa\u4ea6\u817e\u673a\u5668\u4eba(Noitom Robotics)\u4e0d\u662f\u4e00\u5bb6\u8bbe\u5907\u516c\u53f8\uff0c\u4e5f\u4e0d\u662f\u4e00\u5bb6\u52a8\u6355\u516c\u53f8\uff0c\u53ea\u662f\u6211\u8fd9\u4e2a\u4e2a\u4f53\u5148\u5929\u5e26\u6709\u4e00\u4e9b\u52a8\u6355\u7684\u6280\u80fd\u50a8\u5907\u3002\u5168\u884c\u4e1a\u90fd\u8ba4\u4e3a\u641e\u5b9a\u52a8\u6355\u5c31\u641e\u5b9a\u4e86\u6570\u636e\u91c7\u96c6\u8fd9\u4ef6\u4e8b\u60c5\u5b8c\u5168\u662f\u9519\u7684\uff0c\u641e\u5b9a\u52a8\u6355\u6ca1\u6709\u641e\u5b9a\u6570\u636e\u91c7\u96c6\uff0c\u641e\u5b9a\u52a8\u6355\u53ea\u662f\u641e\u5b9a\u4e86\u6570\u636e\u91c7\u96c6\u91cc\u5934\u4e00\u4e2a\u5355\u4e00\u6a21\u6001\u91c7\u96c6\u7684\u57fa\u7840\u95e8\u69db\uff0c\u800c\u4e14\u641e\u5b9a\u5f97\u8fd8\u4e0d\u5f7b\u5e95\u3002<\/p>\n<p>\u8981\u628a\u673a\u5668\u4eba\u7684\u6570\u636e\u8fd9\u4ef6\u4e8b\u60c5\u7ed9\u505a\u597d\uff0c\u8fd9\u7edd\u4e0d\u662f\u4e00\u4e2a\u52a8\u6355\u516c\u53f8\u5c31\u80fd\u591f\u505a\u7684\u4e8b\u60c5\uff0c\u4e00\u4e2a\u52a8\u6355\u8bbe\u5907\u516c\u53f8\u53ef\u4ee5\u505a\u673a\u5668\u4eba\u6570\u636e\u516c\u53f8\u91cc 30 \u4e2a\u4f9b\u5e94\u5546\u5176\u4e2d\u7684\u4e00\u4e2a\uff0c\u6240\u4ee5\u8bfa\u4ea6\u817e\uff08Noitom\uff09\u53ef\u4ee5\u662f\u8bfa\u4ea6\u817e\u673a\u5668\u4eba(Noitom Robotics) 30 \u4e2a\u4f9b\u5e94\u5546\u4e2d\u7684\u4e00\u4e2a\u4f9b\u5e94\u5546\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u80fd\u900f\u9732\u4f60\u4eec\u5df2\u7ecf\u7ed9\u54ea\u4e9b\u673a\u5668\u4eba\u516c\u53f8\u63d0\u4f9b\u6570\u636e\u4e86\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u5982\u679c\u8981\u8bf4\u6570\u91cf\u7684\u8bdd\uff0c\u516d\u3001\u4e03\u5341\u4e2a\u80af\u5b9a\u6709\u4e86\uff0c\u7f8e\u56fd\u5341\u51e0\u4e2a\uff0c\u4e2d\u56fd\u56db\u3001\u4e94\u5341\u4e2a\u3002\u5168\u662f\u5934\u90e8\u516c\u53f8\uff0c\u57fa\u672c\u4e0a\u4f60\u542c\u8fc7\u7684\u76f8\u5bf9\u5934\u90e8\u7684\u516c\u53f8\u591a\u591a\u5c11\u5c11\u90fd\u8ddf\u6211\u4eec\u53d1\u751f\u8fc7\u4ea4\u6613\uff0c\u4e0d\u7ba1\u662f\u4e70\u786c\u4ef6\u8bbe\u5907\uff0c\u8fd8\u662f\u91c7\u4e70\u6211\u4eec\u7684\u670d\u52a1\uff0c\u8fd8\u662f\u6570\u636e\u7684\u4ea4\u6613\uff0c\u8fd8\u662f\u804a 2026 \u5e74\u7684\u6570\u636e\u7684\u5408\u4f5c\uff0c\u90fd\u975e\u5e38\u975e\u5e38\u591a\uff0c\u4f46\u8fd9\u4e2a\u786e\u5b9e\u662f\u5546\u4e1a\u673a\u5bc6\u3002<\/p>\n<p>\u6211\u4eec\u4f1a\u5e2e\u52a9\u4ed6\u4eec\u53bb\u505a\uff1a\u6570\u91c7\u8bbe\u5907\u63d0\u4f9b\u3001\u7cfb\u7edf\u96c6\u6210\u3001\u9065\u64cd\u4f5c\u7684\u94fe\u8def\u7684\u6253\u901a\u8c03\u4f18\u3001URDF \u7684\u6620\u5c04\u3001 Retargeting Mapping\u3001\u6a21\u4eff\u5b66\u4e60\u8bad\u7ec3\u6570\u636e\u7684\u652f\u6301\u3001\u4e2d\u5c0f\u4f53\u91cf\u6570\u636e\u96c6\u7684\u6388\u6743\uff0c\u751a\u81f3\u4e8e\u5927\u4f53\u91cf\u7684\u6570\u636e\u96c6\u7684\u5b9a\u5236\u5316\uff0c\u8fd9\u65b9\u9762\u7684\u670d\u52a1\u6211\u4eec\u5728\u6211\u4e2a\u4eba\u8ba4\u77e5\u8303\u56f4\u5185\u662f\u5168\u7403\u505a\u7684\u6700\u591a\u7684\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-c8b864b2073285886f1e4f6a9b2b7c33.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-c8b864b2073285886f1e4f6a9b2b7c33.png\"><\/a><\/p>\n<p style=\"text-align: center\"><span style=\"font-size: 14px\">\u00a0\u8bfa\u4ea6\u817e\u673a\u5668\u4eba\uff08Noitom Robotics\uff09\u66fe\u7ecf\u63d0\u4f9b\u8fc7\u670d\u52a1\u7684\u90e8\u5206\u5ba2\u6237\u6848\u4f8b<\/span><\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u5176\u4e2d\u6709\u6ca1\u6709\u4ec0\u4e48\u9879\u76ee\u662f\u4f60\u89c9\u5f97\u5370\u8c61\u6700\u6df1\u523b\u7684\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u6bcf\u4e00\u4e2a\u5bf9\u4e8e\u6211\u4eec\u6765\u8bf4\u90fd\u5f88\u91cd\u8981\uff0c\u6211\u4eec\u662f\u4e2a to b \u670d\u52a1\u5546\uff0c\u6700\u91cd\u8981\u7684\u4e00\u4ef6\u4e8b\u60c5\u5c31\u662f\u8981\u5634\u4e25\uff0c\u6216\u8005\u8bf4\u4e0d\u80fd\u561a\u745f\uff0c\u8fd9\u662f\u6211\u7684\u539f\u5219\u3002<\/p>\n<p>\u5728\u6240\u6709\u7684\u5408\u4f5c\u91cc\u9762\uff0c\u6211\u4eec\u90fd\u662f\u914d\u89d2\uff0c\u8fd9\u4e2a\u4e8b\u60c5\u4e00\u5b9a\u8981\u60f3\u6e05\u695a\uff0c\u5b83\u5f88\u91cd\u8981\u3002\u4e00\u5b9a\u8981\u8ba4\u6e05\u695a\u81ea\u5df1\u7684\u8fb9\u754c\uff0c\u6211\u4eec\u8d5a\u8fd9\u4e2a\u94b1\uff0c\u522b\u4eba\u4fe1\u4efb\u6211\u4eec\uff0c\u6211\u4e0d\u5e94\u8be5\u628a\u8fd9\u4ef6\u4e8b\u60c5\u62ff\u51fa\u6765\u561a\u745f\u3002\u6211\u80fd\u8bf4\u7684\u5c31\u662f\u975e\u5e38\u591a\u6770\u51fa\u7684\u3001\u5934\u90e8\u7684\u5de5\u4f5c\uff0c\u90a3\u79cd\u5728\u5708\u5b50\u91cc\u5237\u5c4f\u4e89\u8bba\u731c\u6d4b\u7684\u597d\u51e0\u4e2a\u5927\u5de5\u4f5c\uff0c\u6211\u4eec\u5728\u91cc\u9762\u90fd\u8d21\u732e\u4e86\u4e00\u70b9\u5fae\u5c0f\u7684\u529b\u91cf\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-5e648f13cdb155198e4879ff5169f19f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-5e648f13cdb155198e4879ff5169f19f.png\"><\/a><\/p>\n<p style=\"text-align: center\"><span style=\"font-size: 14px\">Source\uff1a\u897f\u6e56\u673a\u5668\u4eba\uff08Westlake Robotics\uff09<\/span><\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u4eca\u5e74\u4e16\u754c\u6a21\u578b\u5f88\u706b\uff0c\u4f60\u4eec\u4f1a\u5173\u6ce8\u8fd9\u4e2a\u70b9\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u6211\u4eec\u5bf9\u6570\u636e\u8fdb\u884c\u9884\u6807\u6ce8\u3001\u7ef4\u5ea6\u589e\u5e7f\u5904\u7406\u3001\u6a21\u6001\u7684\u8865\u5168\u5904\u7406\u90fd\u662f\u8981\u7528\u5230\u4e16\u754c\u6a21\u578b\u7684\u3002\u5176\u5b9e\u6211\u4eec\u516c\u53f8\u5185\u90e8\u7684\u673a\u5668\u4eba\u6a21\u578b\u56e2\u961f\u548c\u591a\u6a21\u6001\u6a21\u578b\u56e2\u961f\u662f\u53ef\u4ee5\u548c\u6211\u4eec\u7edd\u5927\u90e8\u5206\u7684\u7532\u65b9\u7684\u6a21\u578b\u56e2\u961f\u6bd4\u80a9\u7684\uff0c\u5c31\u50cf Scale AI \u7684\u6a21\u578b\u56e2\u961f\u672c\u8d28\u4e0a\u662f\u4e0d\u6bd4 Anthropic OpenAI \u5dee\u7684\uff0c\u53ea\u662f\u89c4\u6a21\u4f53\u91cf\u6ca1\u90a3\u4e48\u5927\uff0c\u56e0\u4e3a\u4f60\u9700\u8981\u8ddf\u4f60\u7684\u7532\u65b9\u6838\u5fc3\u56e2\u961f\u5e73\u7b49\u5bf9\u8bdd\uff0c\u8981\u5e2e\u52a9\u4ed6\u4eec\u89e3\u51b3\u61d2\u5f97\u89e3\u51b3\u751a\u81f3\u89e3\u51b3\u4e0d\u4e86\u7684\u95ee\u9898\u3002<\/p>\n<p>\u6240\u4ee5\u6211\u4eec\u867d\u7136\u4e0d\u9700\u8981\u90a3\u4e48\u5927\u89c4\u6a21\u7684\u673a\u5668\u4eba VLA \u7684\u6a21\u578b\u56e2\u961f\u3001\u5f3a\u5316\u5b66\u4e60\u6a21\u578b\u56e2\u961f\u3001\u4e16\u754c\u6a21\u578b\u56e2\u961f\uff0c\u4e5f\u4e0d\u90a3\u4e48\u70e7\u5361\uff0c\u4f46\u662f\u6211\u4eec\u5355\u70b9\u7684\u8fd9\u4e2a\u4eba\u7684\u80fd\u529b\u9700\u8981\u7279\u522b\u7684\u5f3a\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u90a3\u60a8\u89c9\u5f97\u4e16\u754c\u6a21\u578b\u751f\u6210\u7684\u6570\u636e\u4f1a\u662f\u89e3\u51b3\u673a\u5668\u4eba\u6570\u636e\u95ee\u9898\u7684\u4e00\u4e2a\u8def\u5f84\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u5b83\u4f1a\u662f\u771f\u5b9e\u6570\u636e\u7684\u4e00\u4e2a\u5f88\u597d\u7684\u8865\u5145\u3002\u5982\u679c\u8bf4\u673a\u5668\u4eba\u5411\u7269\u7406\u4e16\u754c\u6216\u8005\u4eba\u7684\u771f\u5b9e\u884c\u4e3a\u80fd\u591f\u5b66\u4e60\u7684\u4fe1\u606f\u5206\u4e24\u7c7b\u7684\u8bdd\uff0c\u4e00\u7c7b\u53eb\u505a\u89c4\u5219\uff08rules\uff09\uff0c\u53e6\u4e00\u7c7b\u53eb\u505a\u5148\u9a8c\u77e5\u8bc6\uff08prio\uff09\u3002\u6a21\u578b\uff08\u4e0d\u7ba1\u662f\u4e16\u754c\u6a21\u578b\u8fd8\u662f\u7269\u7406\u5f15\u64ce\uff09\u80fd\u591f\u5408\u6210\u548c\u4eff\u771f\u7684\u66f4\u591a\u7684\u662f\u89c4\u5219\uff0c\u800c\u4eba\u7c7b\u7684\u5b9d\u8d35\u7684\u5927\u91cf\u7684\u590d\u6742\u7684\uff0c\u96be\u4ee5\u63cf\u8ff0\u7684\uff0c\u96be\u4ee5\u679a\u4e3e\u7684\u5148\u9a8c\u77e5\u8bc6\u662f\u5f88\u96be\u76f4\u63a5\u5408\u6210\uff0c\u5f88\u96be\u65e0\u4e2d\u751f\u6709\u7684\uff1a\u4f60\u80fd\u591f\u679a\u4e3e\u89c4\u5219\uff0c\u4f46\u4f60\u4e0d\u80fd\u679a\u4e3e\u5168\u91cf\u4eba\u7c7b\u5148\u9a8c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-58a3d5d48f585cff295de95db3c60c34.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-58a3d5d48f585cff295de95db3c60c34.png\"><\/a><\/p>\n<p style=\"text-align: center\"><span style=\"font-size: 14px\">Source:World Lab<\/span><\/p>\n<p>\u4ece\u6700\u5e95\u5c42\u7684\u7b2c\u4e00\u6027\u6765\u8bf4\uff0c\u4e16\u754c\u6a21\u578b\u3001\u5408\u6210\u4eff\u771f\u73af\u5883\u4ee5\u53ca\u5176\u4ea7\u51fa\u7684\u751f\u6210\u89c6\u9891\u4e0e\u5408\u6210\u6570\u636e\uff0c\u8ddf\u771f\u5b9e\u7684\u7269\u7406\u4e16\u754c\u83b7\u53d6\u7684 real data \u7684\u6700\u5408\u7406\u5173\u7cfb\u5176\u5b9e\u662f\u589e\u5e7f\uff08Augmentation\uff09\uff0c\u6216\u8005\u8865\u5168\uff08Completion\uff09\uff0c\u4e5f\u53ef\u4ee5\u662f\u4fee\u6b63\uff08Amendments and imprint\uff09\u3002\u6bd4\u5982\u57fa\u4e8e\u8574\u542b\u5927\u91cf\u4eba\u7c7b\u5148\u9a8c\u7684\u4e00\u4e2a\u771f\u5b9e\u6570\u636e\u96c6\uff0c\u6bd4\u5982 1000 \u4e07\u5c0f\u65f6\u89c4\u6a21\u7684\uff0c\u518d\u7531\u5408\u6210\u4eff\u771f\u73af\u5883\u6216\u8005\u4e16\u754c\u6a21\u578b\u53bb\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u589e\u5e7f\uff0c\u628a\u5b83\u6cdb\u5316\u5230 10 \u4ebf\u5c0f\u65f6\uff0c\u628a\u5b83\u518d\u4e58\u4ee5 100 \u8fd9\u6837\u7684\u5173\u7cfb\u3002\u800c\u4e0d\u662f\u671f\u5f85\u642d\u4e00\u4e2a\u5168\u77e5\u5168\u80fd\u7684\uff0c\u80fd\u591f\u751f\u6210\u6240\u6709\u6570\u636e\u7684\u4e16\u754c\u6a21\u578b\uff0c\u521b\u9020\u4e00\u4e2a\u80fd\u89e3\u51b3\u5177\u8eab\u667a\u80fd\u6240\u6709\u6570\u636e\u95ee\u9898\u7684\u4e16\u754c\u6a21\u578b\u7684\u547d\u9898\u96be\u5ea6\uff0c\u6bd4\u673a\u5668\u4eba\u547d\u9898\u96be\u5ea6\u8fd8\u8981\u9ad8\uff0c\u6240\u4ee5\u4f60\u4e3a\u4e86\u53bb\u89e3\u51b3\u4e00\u4e2a\u547d\u9898 A\uff0c\u800c\u53bb\u89e3\u51b3\u4e00\u4e2a\u66f4\u96be\u7684\u547d\u9898 B \u5417? \u5982\u679c\u5168\u4e16\u754c\u7684 target \u662f\u4e16\u754c\u6a21\u578b\uff0c\u5176\u5b9e\u5bf9\u6211\u4e1a\u52a1\u4e5f\u633a\u597d\uff0c\u6211\u7684\u6570\u636e\u4f1a\u5356\u7ed9\u4e16\u754c\u6a21\u578b\uff0c\u5356\u7ed9\u547d\u9898 B\u3002<\/p>\n<p>\u6240\u4ee5\u5bf9\u4e8e\u771f\u5b9e\u6570\u636e\u7684\u9700\u6c42\uff0c\u6709\u53ef\u80fd\u4e16\u754c\u6a21\u578b\u662f\u6bd4\u5177\u8eab\u667a\u80fd\u8fd8\u5927\u7684\u4e70\u5bb6\uff0c\u56e0\u4e3a\u8fd9\u662f\u4e24\u4e2a\u5206\u79bb\u4f46\u53c8\u6781\u5ea6\u76f8\u5173\u7684\u547d\u9898\uff0c\u4ed6\u4eec\u90fd\u9700\u8981\u6709\u7a7a\u95f4\u3001\u7cbe\u5ea6\u610f\u4e49\u4e14\u6765\u81ea\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u53bb\u8fdb\u884c\u8bad\u7ec3\u3002\u4e0a\u4e2a\u6708\u7f8e\u56fd\u5408\u4f5c\u65b9\u7684\u540c\u4e8b\u8fd8\u53bb\u89c1\u4e86\u674e\u98de\u98de\u6559\u6388\u8ddf World Labs \u7ec4\u505a\u4e86\u4ea4\u6d41\uff0c\u6211\u7406\u89e3\u5230\uff0c\u50cfDeepMind\u3001\u901a\u4e49\u5343\u95ee\u591a\u6a21\u6001\u8fd9\u6837\u7684\u7ec4\u5176\u5b9e\u5bf9\u4e8e\u8fd9\u79cd\u6709\u7a7a\u95f4\u7cbe\u5ea6\u610f\u4e49\u7684\u6570\u636e\u6709\u5f88\u5f3a\u7684\u9700\u6c42\u3002<\/p>\n<p>\u4f60\u65e0\u6cd5\u901a\u8fc7\u770b\u89c6\u9891\u63a8\u65ad\u51fa\u7269\u7406\u7684\u539f\u5219\uff0c\u4eba\u7c7b\u7814\u7a76\u7269\u7406\u5176\u5b9e\u8981\u505a\u5f88\u591a\u5b9e\u9a8c\u548c\u6d4b\u91cf\u7684\u3002\u5c31\u7b97\u662f\u89c6\u89c9\u8fd9\u6837\u7684\u5355\u4e00\u6a21\u6001\uff0cStereo video \uff08\u53cc\u76ee\u89c6\u89c9\u4fe1\u606f\uff09\u6709\u7a7a\u95f4\u7cbe\u5ea6\uff0c Mono video \uff08\u5355\u76ee\u89c6\u89c9\u4fe1\u606f\uff09\u6ca1\u6709\u7a7a\u95f4\u7cbe\u5ea6\u3002\u4e16\u754c\u6a21\u578b\u662f\u9700\u8981\u591a\u6a21\u6001\uff0c\u9700\u8981 Stereo \u7684\u4fe1\u606f\u624d\u80fd\u591f\u771f\u6b63\u8d70\u5230\u8db3\u591f\u597d\u7684\u9ad8\u5ea6\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u90a3\u4f60\u4eec\u4f1a\u4f7f\u7528 UMI \u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u4f1a\u4f7f\u7528 UMI\uff0c UMI \u662f\u975e\u5e38\u597d\u7684\u6570\u636e\u91c7\u96c6\u7684\u65b9\u5f0f\u65b9\u6cd5\u3002UMI somehow \u662f\u53ef\u4ee5\u8de8\u672c\u4f53\u7684\uff0c\u6240\u4ee5\u6211\u5f88\u559c\u6b22 UMI \u7684\u6570\u636e\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-4576edd61e23358f1b782b309d79ae09.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-4576edd61e23358f1b782b309d79ae09.png\"><\/a><\/p>\n<p style=\"text-align: center\"><span style=\"font-size: 14px\">Universal Manipulation Interface\uff08UMI\uff09source: https:\/\/umi-gripper.github.io\/<\/span><\/p>\n<p>\u4f46 UMI \u4e5f\u6709\u4e00\u4e2a\u5f88\u5927\u7684\u95ee\u9898\uff0c\u5c31\u662f\u4e22\u5931\u4e86\u5168\u8eab\u5927\u91cf\u7684\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u4e14\u5728\u5939\u722a\u8fd9\u4e2a\u5c42\u9762\u6709\u672c\u4f53\u7ed1\u5b9a\u6027\uff0c\u8fc1\u79fb\u5230\u5176\u4ed6\u672c\u4f53\u4e5f\u6709\u5927 gap\u3002\u6240\u4ee5 UMI \u5728\u77ed\u671f\u4e4b\u5185\u53bb\u9a8c\u8bc1\u4e00\u4e9b\u80fd\u529b\u548c\u9a8c\u8bc1 scaling law \u662f\u6709\u6781\u9ad8\u7684\u6781\u597d\u7684\u4ef7\u503c\u7684\uff0c\u53c8\u4fbf\u5b9c\u53c8\u597d\u53c8\u80fd deploy\uff0c\u7b80\u76f4\u662f\u5404\u79cd\u597d\uff0c\u5f88\u8bf1\u4eba\u3002\u4f46\u662f\u957f\u671f\u6765\u8bb2\uff0c\u6709\u592a\u591a\u7684\u635f\u5931\u4e86\uff0c\u8fd9\u4e9b\u635f\u5931\u5bfc\u81f4 UMI \u7684\u6570\u636e\u77ed\u671f\u5185\u53ef\u4ee5\u95ed\u73af\u4e00\u4e9b\u4efb\u52a1\uff0c\u6709\u751f\u610f\u505a\uff0c\u4f46\u662f\u957f\u671f\u6765\u8bb2\u4e0d\u8db3\u4ee5\u5de8\u5927\u7684\u6295\u5165\u53bb\u79ef\u7d2f\u3002\u6240\u4ee5\u6211\u4eec\u653e\u5728 UMI \u4e0a\u5f88\u5c11\uff0c\u4f46\u4f1a\u672c\u7740\u201c\u5e2e\u5ba2\u6237\u8001\u7237\u89e3\u51b3\u70b9\u95ee\u9898\u5f00\u5fc3\u5c31\u597d\u201d\u7684\u6001\u5ea6\u505a\u70b9\u9879\u76ee\u3002<\/p>\n<p>\u672c\u8d28\u4e0a\u6211\u662f\u8981\u6743\u8861\u8fd9\u4e2a\u5bf9\u6211\u6765\u8bf4\u662f\u4e0d\u662f\u4e00\u4e2a\u957f\u671f\u7684\u4e1a\u52a1\uff0c\u662f\u4e0d\u662f\u4e00\u4e2a\u5929\u82b1\u677f\u9ad8\u7684\u4e1a\u52a1\uff1f\u5982\u679c\u5355\u4e2a\u4f53\u91cf\u7279\u522b\u7684\u4e30\u539a\uff0c\u5229\u6da6\u7279\u522b\u4e30\u539a\uff0c\u6211\u662f\u53ef\u4ee5\u505a\u7684\u3002\u8fd9\u7c7b\u7684\u6570\u636e\u6709\u4e00\u4e22\u4e22\u79ef\u7d2f\u7684\u5fc5\u8981\uff0c\u5b83\u4e5f\u80fd\u90e8\u5206\u7684\u8de8\u672c\u4f53\uff0c\u4f46\u662f\u957f\u671f\u6765\u8bb2\u5b83\u662f\u7a0d\u5fae\u5dee\u7684\uff0c\u5b83\u5c31\u662f Sergey Levine \u8bf4\u7684\u90a3\u79cd\u201c\u52fa\u53c9\u201d\uff08 Sporks of AGI:Why the Real Thing is better than the Next Best Thing\uff09\uff0c\u4ed6\u4e5f\u662f\u5c06\u519b\u8d76\u8def\u4e0d\u8be5\u8ffd\u7684\u90a3\u53ea\u6709\u70b9\u80a5\u7684\u201c\u91ce\u5154\u201d\u3002<\/p>\n<p><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u53ef\u4ee5\u63d0\u524d\u900f\u9732\u4e00\u4e9b\u60a8\u5728GAIR\u5927\u4f1a\u4e0a\u8981\u6f14\u8bb2\u7684\u7cbe\u5f69\u5185\u5bb9\u5417\uff1f<\/strong><\/p>\n<p><strong>\u6234\u82e5\u7281\uff1a<\/strong>\u6211\u5728GAIR\u5927\u4f1a\u4e0a\u4f1a\u63d0\u4e00\u4e2a\u6982\u5ff5\uff0c\u53eb\u505a\u5177\u8eab\u667a\u80fd\u6570\u636e\u7684\u91d1\u5b57\u5854\uff0c\u8fd9\u4e2a\u91d1\u5b57\u5854\u5206\u56db\u5c42\uff0c\u8fd9\u56db\u5c42\u91cc\u9762\u4f1a\u6db5\u76d6\u9065\u64cd\u4f5c\u6570\u636e\uff08Tele-op data\uff09\u3001\u591a\u6837\u5316\u4eba\u672c\u6570\u636e\uff08Human-centric data\uff09\u3001\u4e92\u8054\u7f51\u6570\u636e\u4ee5\u53ca\u5408\u6210\u4eff\u771f\u6570\u636e(Synthetic data)\u3002<\/p>\n<p>\u6211\u8fd8\u4f1a\u53bb\u8ddf\u5927\u5bb6\u8bb2\u4e00\u8bb2\u6211\u4eec\u600e\u4e48\u770b\u5177\u8eab\u667a\u80fd\u7684\u6570\u636e\u7684\u5229\u7528\uff08data deploy\uff09\uff0c\u5230\u5e95\u5e94\u8be5\u600e\u4e48\u89e3\u51b3\u8de8\u672c\u4f53\u95ee\u9898\uff08cross-embodiment issue\uff09\uff1f\u662f\u53ef\u4ee5\u6709\u4e00\u4e2a\u5168\u77e5\u5168\u80fd\u6216\u8005\u5355\u4e00\u7684\u6570\u636e\u96c6\uff0c\u8fd8\u662f\u9700\u8981\u5206\u5c42\u89e3\u51b3\uff0c\u8fd8\u662f\u9700\u8981\u901a\u8fc7\u4e0d\u540c\u7684\u4f01\u4e1a\u4e4b\u95f4\u7684\u5206\u5de5\u548c\u5408\u4f5c\uff0c\u5728\u4e0d\u540c\u7684\u573a\u666f\u3001\u4e0d\u540c\u7684\u5de5\u4f5c\u6a21\u5f0f\u4e0b\u9762\u53bb\u89e3\u51b3\uff1f\u6211\u4eec\u6709\u4e00\u4e2a\u6bd4\u8f83\u6df1\u523b\u7684\u8ba4\u77e5\uff0c\u8fd9\u4e2a\u8ba4\u77e5\u4f1a\u6301\u7eed\u8fed\u4ee3\uff0c\u6211\u5728\u5927\u4f1a\u4e0a\u9762\u8ddf\u5927\u5bb6\u5206\u4eab\u4e00\u4e0b\u8fed\u4ee3\u5230\u8fd9\u4e2a\u6708\uff0c\u8fd9\u5468\uff0c\u6f14\u8bb2\u90a3\u5929\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u8fd8\u4f1a\u8ddf\u5927\u5bb6\u7a0d\u5fae\u4ecb\u7ecd\u4e00\u4e0b\u6211\u4eec\u670d\u52a1\u7684\u8fd9\u4e9b\u5f88\u6770\u51fa\u7684\u4f19\u4f34\uff0c\u4ed6\u4eec\u6700\u8fd1\u7684\u4e00\u4e9b\u6210\u679c\u6211\u4eec\u6709\u53c2\u4e0e\uff0c\u4f1a\u6709\u4e00\u4e9b\u597d\u73a9\u7684\u4e1c\u897f\u7ed9\u5927\u5bb6\u5728\u89c6\u9891\u4e0a\u9762\u770b\u4e00\u770b\uff0c\u6211\u76f8\u4fe1\u5927\u5bb6\u4f1a\u89c9\u5f97\u5f88\u6709\u8da3\uff0c\u5e76\u4e14\u4f1a\u6709\u4e00\u4e9b\u5927\u5bb6\u80fd\u591f\u5e26\u8d70\u7684\u8ba4\u77e5\u548c\u60f3\u6cd5\u3002<\/p>\n<p><\/p>\n<p>\u96f7\u5cf0\u7f51\u539f\u521b\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1<a href=\"https:\/\/r.xiumi.us\/board\/v5\/3qhbI\/392977584\" rel=\"nofollow\" target=\"_blank\">\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n<p>\n                        <a href=\"https:\/\/vip.yanxishe.com\/?from=leiphonearticle\" target=\"_blank\"><br \/>\n                            <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/12\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\"><\/a><br \/>\n                        <\/a>\n                    <\/p>\n<p>                                            \u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.leiphone.com\/category\/ai\/CG9rgWqSBQ3EDMmq.html\" target=\"_blank\">\u5bf9\u8bddNoitom Robotics CEO\u6234\u82e5\u7281\uff1a\u6ca1\u6709\u4eba\u6bd4\u6211\u66f4\u9002\u5408\u89e3\u51b3\u673a\u5668\u4eba\u7684\u6570\u636e\u95ee\u9898 | 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