{"id":56672,"date":"2025-02-18T17:30:04","date_gmt":"2025-02-18T09:30:04","guid":{"rendered":"https:\/\/swarma.org\/?p=56672"},"modified":"2025-02-18T17:30:04","modified_gmt":"2025-02-18T09:30:04","slug":"%e8%ae%a9%e6%9c%ba%e5%99%a8%e4%ba%ba%e5%83%8f%e4%ba%ba%e7%b1%bb%e4%b8%80%e6%a0%b7%e7%bb%88%e8%ba%ab%e5%ad%a6%e4%b9%a0%ef%bc%8c%e7%aa%81%e7%a0%b4%e6%80%a7%e6%a1%86%e6%9e%b6legion%e7%99%bbnat-mach-int","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=56672","title":{"rendered":"\u8ba9\u673a\u5668\u4eba\u50cf\u4eba\u7c7b\u4e00\u6837\u7ec8\u8eab\u5b66\u4e60\uff0c\u7a81\u7834\u6027\u6846\u67b6LEGION\u767bNat. Mach. Intell."},"content":{"rendered":"
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\u8bba\u6587\u9898\u76ee\uff1aPreserving and combining knowledge in robotic lifelong reinforcement learning<\/span><\/section>\n
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\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s42256-025-00983-2<\/span><\/section>\n
\u671f\u520a\u540d\u79f0\uff1aNature Machine intelligence<\/em><\/span><\/section>\n<\/blockquote>\n
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\u4eba\u7c7b\u80fd\u591f\u901a\u8fc7\u7ec8\u8eab\u5b66\u4e60<\/span>\uff08Lifelong Learning\uff09<\/span>\u6301\u7eed\u79ef\u7d2f\u6280\u80fd\uff0c\u800c\u5f53\u524dAI\u7cfb\u7edf\u867d\u5728\u5355\u4e00\u4efb\u52a1\u4e2d\u8868\u73b0\u5353\u8d8a\uff0c\u5374\u96be\u4ee5\u50cf\u4eba\u7c7b\u4e00\u6837\u201c\u5b66\u4ee5\u81f4\u7528\u201d\u3002\u4f20\u7edf\u591a\u4efb\u52a1\u5b66\u4e60\u4f9d\u8d56\u56fa\u5b9a\u6570\u636e\u96c6\uff0c\u9762\u5bf9\u672a\u77e5\u4efb\u52a1\u65f6\u6613\u51fa\u73b0\u201c\u707e\u96be\u6027\u9057\u5fd8\u201d\u3002\u8fd1\u65e5\uff0cNature Machine Intelligence<\/em>\u7684\u4e00\u9879\u7814\u7a76\u53d1\u5e03\u5168\u65b0\u6846\u67b6LEGION\uff0c\u901a\u8fc7\u8d1d\u53f6\u65af\u975e\u53c2\u6570\u77e5\u8bc6\u7a7a\u95f4\u4e0e\u8bed\u8a00\u5d4c\u5165\u6280\u672f\uff0c\u8ba9\u673a\u5668\u4eba\u5b9e\u73b0\u7ec8\u8eab\u5f3a\u5316\u5b66\u4e60\uff0c\u751a\u81f3\u80fd\u50cf\u4eba\u7c7b\u4e00\u6837\u91cd\u7ec4\u65e7\u6280\u80fd\u89e3\u51b3\u590d\u6742\u65b0\u4efb\u52a1\u3002<\/span><\/section>\n

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\u56fe 1. \u673a\u5668\u4eba\u7ec8\u8eab\u5f3a\u5316\u5b66\u4e60\uff08LRL\uff09\u8fc7\u7a0b\u7684\u6982\u5ff5\u56fe\u793a\u3002a\uff0cLRL \u8fc7\u7a0b\u7684\u603b\u4f53\u6982\u89c8\u56fe\u793a\u3002\u4e0e\u4f20\u7edf\u591a\u4efb\u52a1\u65b9\u6cd5\u4e0d\u540c\uff0c\u5728\u4f20\u7edf\u65b9\u6cd5\u4e2d\uff0c\u667a\u80fd\u4f53\u53ef\u4ee5\u540c\u65f6\u8bbf\u95ee\u6240\u6709\u4efb\u52a1\uff0c\u800c LRL \u667a\u80fd\u4f53\u80fd\u591f\u4f9d\u6b21\u638c\u63e1\u4efb\u52a1\u3002\u6b64\u5916\uff0c\u667a\u80fd\u4f53\u5728\u6574\u4e2a\u8fc7\u7a0b\u4e2d\u5e94\u4e0d\u65ad\u79ef\u7d2f\u77e5\u8bc6\u3002\u8fd9\u4e00\u6982\u5ff5\u6a21\u4eff\u4e86\u4eba\u7c7b\u7684\u5b66\u4e60\u8fc7\u7a0b\u3002b\uff0c\u6211\u4eec\u5728\u7ec8\u8eab\u5b66\u4e60\u6982\u5ff5\u4e0b\u7684\u6846\u67b6\u3002\u6211\u4eec\u6307\u793a\u90e8\u7f72\u7684\u5177\u8eab\u667a\u80fd\u4f53\u4f7f\u7528\u8bed\u8a00\u6307\u4ee4\u6267\u884c\u957f\u65f6\u4efb\u52a1\u3002\u667a\u80fd\u4f53\u901a\u8fc7\u7ec4\u5408\u548c\u91cd\u65b0\u5e94\u7528\u6240\u83b7\u5f97\u7684\u77e5\u8bc6\u6765\u5b8c\u6210\u8fd9\u4e9b\u4efb\u52a1\u3002<\/span><\/p>\n


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1.<\/strong> \u8d1d\u53f6\u65af\u975e\u53c2\u6570\u77e5\u8bc6\u7a7a\u95f4\uff1a\u52a8\u6001\u6269\u5bb9\u7684\u201c\u8bb0\u5fc6\u56fe\u4e66\u9986\u201d<\/strong><\/span><\/section>\n

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2.<\/strong> \u8bed\u8a00\u5d4c\u5165\uff1a\u8ba9\u673a\u5668\u4eba\u201c\u542c\u61c2\u201d\u4efb\u52a1\u8bed\u4e49<\/strong><\/span><\/section>\n

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\u56fe 2. \u77e5\u8bc6\u7a7a\u95f4\u7684t-SNE\u622a\u56fe\u3002\u4e24\u4e2a\u4efb\u52a1(a)\u3001\u56db\u4e2a\u4efb\u52a1(b)\u3001\u516d\u4e2a\u4efb\u52a1(c)\u3001\u516b\u4e2a\u4efb\u52a1(d)\u548c\u5168\u90e8\u5341\u4e2a\u4efb\u52a1(e)\u8bad\u7ec3\u540e\u77e5\u8bc6\u7a7a\u95f4\u7684t-SNE\u6295\u5f71\u3002\uff08f\uff09\u7b2c\u4e00\u4e2a\u8bad\u7ec3\u5faa\u73af\u540e\u7684t-SNE\u6295\u5f71\uff08\u5706\uff09\u548c\u7b2c\u4e8c\u4e2a\u5faa\u73af\u540e\u7684t-SNE\u6295\u5f71\uff08\u4ea4\u53c9\uff09\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u7b2c\u4e8c\u4e2a\u8bad\u7ec3\u5faa\u73af\u7684\u63a8\u7406\u7ed3\u679c\u88ab\u5408\u5e76\u5230\u76f8\u5e94\u7684\u77e5\u8bc6\u7ec4\u4e2d\uff0c\u8fd9\u4e9b\u77e5\u8bc6\u7ec4\u5728\u7b2c\u4e00\u4e2a\u5faa\u73af\u4e2d\u88ab\u4fdd\u7559\u3002<\/span><\/p>\n


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1.<\/strong> 10\u9879\u4efb\u52a1\u6d41\u6d4b\u8bd5\uff1a\u96f6\u9057\u5fd8+\u6b63\u5411\u8fc1\u79fb<\/strong><\/span><\/section>\n

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\u673a\u5668\u4eba\u572810\u9879\u8fde\u7eed\u4efb\u52a1<\/span>\uff08\u4ece\u201c\u6293\u53d6\u201d\u5230\u201c\u5173\u7a97\u201d\uff09<\/span>\u4e2d\uff0c\u5e73\u5747\u6210\u529f\u7387\u4ece0.38\u9010\u6b65\u63d0\u5347\u81f30.84\uff0c\u4e14\u65e7\u4efb\u52a1\u9057\u5fd8\u7387\u8d8b\u8fd1\u4e8e\u96f6\u3002\u524d\u5411\u8fc1\u79fb<\/span>\uff08Forward Transfer\uff09<\/span>\u6307\u6807\u5f97\u52060.10\uff0c\u4f53\u73b0\u5728\u65e9\u671f\u4efb\u52a1<\/span>\uff08\u5982\u201c\u63a8\u201d\uff09<\/span>\u7684\u77e5\u8bc6\u663e\u8457\u52a0\u901f\u540e\u671f\u4efb\u52a1<\/span>\uff08\u5982\u201c\u5173\u62bd\u5c49\u201d\uff09<\/span>\u5b66\u4e60\uff1b\u53e6\u5916\uff0c\u707e\u96be\u6027\u9057\u5fd8<\/strong>\u88ab\u5b8c\u5168\u6291\u5236\uff0c\u90e8\u5206\u4efb\u52a1\u56e0\u6280\u80fd\u590d\u7528\u8868\u73b0\u53cd\u5347\uff0c\u5982\u201c\u5f00\u95e8\u201d\u6210\u529f\u7387\u4ece0.4\u63d0\u5347\u81f30.8\u3002<\/span><\/section>\n

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2.<\/strong> \u957f\u65f6\u7a0b\u4efb\u52a1\uff1a\u65e0\u9700\u9884\u8bbe\u6b65\u9aa4\u7684\u7075\u6d3b\u7ec4\u5408<\/strong><\/span><\/section>\n

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\u5728\u201c\u6e05\u7406\u684c\u9762\u201d\u4efb\u52a1\u4e2d\uff0c\u673a\u5668\u4eba\u81ea\u4e3b\u8c03\u75287\u9879\u5b50\u6280\u80fd\uff0c\u6210\u529f\u7387\u9ad8\u8fbe92%\u3002\u66f4\u60ca\u8273\u7684\u662f\uff0c\u4efb\u52a1\u987a\u5e8f\u53ef\u4efb\u610f\u8c03\u6574\u2014\u2014\u4f8b\u5982\u5148\u201c\u6309\u6309\u94ae\u201d\u518d\u201c\u63a8\u74f6\u5b50\u201d\uff0c\u7cfb\u7edf\u4ecd\u80fd\u901a\u8fc7\u77e5\u8bc6\u91cd\u7ec4\u5b8c\u6210\u4efb\u52a1\u3002<\/span><\/section>\n

<\/span><\/section>\n
3.<\/strong> \u5bf9\u6bd4\u5b9e\u9a8c\uff1a\u5b8c\u80dc\u4f20\u7edf\u7ecf\u9a8c\u56de\u653e\u65b9\u6cd5<\/strong><\/span><\/section>\n

<\/strong><\/span><\/section>\n
\u4e0eReservoir<\/strong>\u3001A-GEM<\/strong>\u7b49\u57fa\u4e8e\u7ecf\u9a8c\u56de\u653e\u7684\u65b9\u6cd5\u76f8\u6bd4\uff0cLEGION\u5728\u6301\u7eed\u5b66\u4e60\u4e2d\u7684\u5e73\u5747\u6210\u529f\u7387\u9ad8\u51fa40%\u3002\u5373\u4f7f\u4efb\u52a1\u6570\u636e\u6bd4\u4f8b\u4ece50%\u8870\u51cf\u81f310%\uff0c\u77e5\u8bc6\u7a7a\u95f4\u4ecd\u80fd\u7a33\u5b9a\u4fdd\u7559\u6838\u5fc3\u7279\u5f81\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

\u56fe 3. LEGION\u6846\u67b6\u8bad\u7ec3\u548c\u90e8\u7f72\u6d41\u7a0b\u56fe\u3002\uff08a\uff09\u8bad\u7ec3\u3002\u8be5\u6846\u67b6\u63a5\u6536\u8bed\u8a00\u8bed\u4e49\u4fe1\u606f\u548c\u73af\u5883\u89c2\u5bdf\u4f5c\u4e3a\u5236\u5b9a\u7b56\u7565\u51b3\u7b56\u548c\u8f93\u51fa\u64cd\u4f5c\u6a21\u5f0f\u7684\u8f93\u5165\uff0c\u5b83\u4e00\u6b21\u53ea\u8bad\u7ec3\u4e00\u4e2a\u4efb\u52a1\u3002\uff08b\uff09\u90e8\u7f72\u3002\u5728\u73b0\u5b9e\u4e16\u754c\u7684\u6f14\u793a\u4e2d\uff0c\u4e3b\u4f53\u53c2\u6570\u4fdd\u6301\u51bb\u7ed3\uff0c\u4e3b\u4f53\u63a5\u6536\u6765\u81ea\u73b0\u5b9e\u4e16\u754c\u786c\u4ef6\u7684\u8f93\u5165\u4fe1\u53f7\u5e76\u8f93\u51fa\u76f8\u5e94\u7684\u52a8\u4f5c\u4fe1\u53f7\uff0c\u201cSim2Real\u201d\u548c\u201cReal2Sim\u201d\u6a21\u5757\u5904\u7406\u6570\u636e\u4ee5\u8c03\u6574\u6a21\u62df\u4e0e\u73b0\u5b9e\u4e16\u754c\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002<\/span><\/p>\n

<\/section>\n

<\/strong><\/span><\/section>\n

\n
\n
\n
\n
\n
<\/section>\n
<\/section>\n
\n
<\/section>\n<\/section>\n<\/section>\n
\n

\u672a\u6765\u5c55\u671b\uff1a\u8fc8\u5411\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u5173\u952e\u4e00\u6b65<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n
<\/section>\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

<\/p>\n

LEGION\u6846\u67b6\u9996\u6b21\u5728\u771f\u5b9e\u673a\u5668\u4eba\u4e2d\u9a8c\u8bc1\u4e86\u7ec8\u8eab\u5f3a\u5316\u5b66\u4e60\u7684\u53ef\u884c\u6027\uff0c\u5176\u5e94\u7528\u6f5c\u529b\u5305\u62ec\uff1a\u5bb6\u5ead\u670d\u52a1\u673a\u5668\u4eba\uff0c<\/strong>\u6301\u7eed\u5b66\u4e60\u65b0\u5bb6\u7535\u64cd\u4f5c\uff0c\u65e0\u9700\u53cd\u590d\u7f16\u7a0b\uff1b\u5de5\u4e1a\u673a\u5668\u4eba\uff0c<\/strong>\u5728\u52a8\u6001\u4ea7\u7ebf\u4e2d\u81ea\u9002\u5e94\u591a\u5de5\u79cd\u9700\u6c42\uff1b\u4eba\u673a\u534f\u4f5c\uff0c<\/strong>\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u5b9e\u65f6\u6269\u5c55\u6280\u80fd\u5e93\u3002\u56e2\u961f\u4e0b\u4e00\u6b65\u8ba1\u5212\u878d\u5408\u6269\u6563\u6a21\u578b\u63d0\u5347\u52a8\u4f5c\u5e73\u6ed1\u6027\uff0c\u5e76\u63a2\u7d22\u96f6\u6837\u672c\u63a8\u7406<\/strong>\u80fd\u529b\u3002\u8fd9\u9879\u7814\u7a76\u6216\u4e3a\u901a\u7528\u4eba\u5de5\u667a\u80fd<\/span>\uff08AGI\uff09<\/span>\u7684\u53d1\u5c55\u63a8\u5f00\u4e00\u6247\u65b0\u5927\u95e8\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u4ece\u201c\u673a\u68b0\u91cd\u590d\u201d\u5230\u201c\u7ec8\u8eab\u6210\u957f\u201d\uff0cLEGION\u6846\u67b6\u8ba9\u673a\u5668\u4eba\u5411\u4eba\u7c7b\u5b66\u4e60\u6a21\u5f0f\u8fc8\u51fa\u5173\u952e\u4e00\u6b65\u3002\u6216\u8bb8\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u6bcf\u4e2a\u5bb6\u5ead\u90fd\u80fd\u62e5\u6709\u4e00\u4e2a\u201c\u8d8a\u7528\u8d8a\u806a\u660e\u201d\u7684\u673a\u5668\u7ba1\u5bb6\u2014\u2014\u5b83\u4e0d\u4f1a\u5fd8\u8bb0\u4f60\u6559\u8fc7\u7684\u6bcf\u4e2a\u52a8\u4f5c\uff0c\u8fd8\u80fd\u81ea\u5b66\u65b0\u6280\u80fd\u7ed9\u4f60\u60ca\u559c\u3002<\/span><\/section>\n
<\/section>\n

<\/p>\n

\u5f6d\u6668<\/span> <\/span>| \u7f16\u8bd1<\/span><\/strong><\/span><\/strong><\/p>\n

<\/p>\n

<\/p>\n

\u3010\u96c6\u667a\u4ff1\u4e50\u90e8-\u5177\u8eab\u667a\u80fd\u8bfb\u4e66\u4f1a\u591c\u8c08\u6d3b\u52a8\u63a8\u8350\u3011<\/span><\/strong><\/p>\n

<\/p>\n

\u4e3a\u4e86\u66f4\u591a\u7684\u4e86\u89e3\u5927\u5bb6\u7684\u9700\u6c42\uff0c\u5177\u8eab\u667a\u80fd\u4e3b\u9898\u8bfb\u4e66\u4f1a\u7b56\u52121-3\u6b21\u5de6\u53f3\u7684\u591c\u8c08\u4ea4\u6d41\uff0c\u56f4\u7ed5\u4e00\u4e9b\u8bdd\u9898\u8fdb\u884c\u6df1\u5ea6\u4ea4\u6d41~\u4ee5\u53ca\u4e86\u89e3\u5927\u5bb6\u5bf9\u60f3\u542c\u7684\u5185\u5bb9\u7684\u60f3\u6cd5\u548c\u9700\u6c42\uff0c\u6b22\u8fce\u5927\u5bb6\u52a0\u5165\u62a5\u540d\u8bfb\u4e66\u4f1a\uff1a<\/span>\u5177\u8eab\u667a\u80fd\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u8d70\u5411\u73b0\u5b9e\u4e16\u754c\u7684\u4e0b\u4e00\u4ee3AI\u7cfb\u7edf<\/a><\/p>\n


<\/section>\n

\u65f6\u95f4\uff1a2\u670818\u65e5\uff08\u4eca\u5929\uff09\u665a8\u70b9<\/span><\/strong><\/p>\n

\u4e3b\u9898\uff1a\u5177\u8eab\u667a\u80fd\u7684\u89c6\u89c9-\u8bed\u8a00-\u52a8\u4f5c\u6a21\u578b\uff08VLAs\uff09<\/span><\/strong><\/p>\n

\u4e3b\u8bb2\u4eba\uff1a\u9a6c\u60a6\u6069\uff08\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\uff09<\/span><\/strong><\/p>\n


<\/span><\/p>\n

\u25b8 \u8bae\u7a0b\uff1a<\/span><\/strong><\/p>\n

– \u9a6c\u60a6\u6069\u535a\u58eb\u5206\u4eab\u300aA Survey on Vision-Language-Action Models forEmbodied AI\u300b\uff0830\u5206\u949f\uff09<\/span><\/p>\n


<\/span><\/p>\n

– \u5706\u684c\u8ba8\u8bba\uff08\u9648\u96c4\u8f89\u4e3b\u6301\u517c\u5609\u5bbe\uff0c60\u5206\u949f\uff09<\/span><\/strong><\/p>\n

\u5706\u684c\u8ba8\u8bba\u5609\u5bbe\uff1a\u9648\u96c4\u8f89\uff08\u5357\u4eac\u5927\u5b66\u5728\u8bfb\u535a\u58eb\uff09\u3001\u9a6c\u60a6\u6069\uff08\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u5728\u8bfb\u535a\u58eb\uff09\u90ed\u4fca\u826f\uff08\u5fae\u8f6f\u4e9a\u7814\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\uff09\u53f2\u96ea\u677e\uff08\u94f6\u6cb3\u901a\u7528\u673a\u5668\u4eba\u7b97\u6cd5\u8d1f\u8d23\u4eba\uff09\u3001\u7a46\u5c27\uff08\u9999\u6e2f\u5927\u5b66\u535a\u58eb\uff09\u3001\u82cf\u6cbb\u4e2d\uff08\u5730\u5e73\u7ebf\u673a\u5668\u4eba\u5b9e\u9a8c\u5ba4\u7b97\u6cd5\u8d1f\u8d23\u4eba\uff09\u3002<\/span><\/p>\n

<\/span><\/p>\n

\u00b7 Part1-\u7efc\u8ff0\u5206\u4eab<\/span><\/strong><\/section>\n
– VLA\u6a21\u578b\u6838\u5fc3\u67b6\u6784<\/span><\/section>\n
– \u5206\u5c42\u7b56\u7565\u673a\u5236<\/span><\/section>\n
– \u6570\u636e\u57fa\u7840\u8bbe\u65bd<\/span><\/section>\n
– VLA\u6a21\u578b\u9762\u5bf9\u7684\u6311\u6218\u548c\u672a\u6765\u65b9\u5411<\/span><\/section>\n

<\/span><\/section>\n
\u00b7 Part2-\u5706\u684c\u8ba8\u8bba\u8bae\u9898\uff1a<\/span><\/strong><\/section>\n
– \u5177\u8eab\u667a\u80fd\u6570\u636e\u83b7\u53d6\u56f0\u5883<\/span><\/section>\n
– \u7b97\u6cd5\u6a21\u578b\u67b6\u6784\u4e0e\u6cdb\u5316\u80fd\u529b\u6311\u6218<\/span><\/section>\n
– \u73b0\u5b9e\u4e3b\u4e49\u89c6\u89d2\u7684\u4ea7\u54c1\u5316\u65b9\u5411\u5c55\u671b<\/span><\/section>\n
– \u6280\u672f\u524d\u6cbf\u5c55\u671b\u7b49<\/span><\/section>\n


<\/span><\/p>\n

<\/section>\n
<\/section>\n
\n
\n
\n
\n

\u5177\u8eab\u667a\u80fd\u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

<\/section>\n

\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u52a9\u7406\u6559\u6388\u674e\u6c38\u9732\u3001\u94f6\u6cb3\u901a\u7528\u673a\u5668\u4eba\u5408\u4f19\u4eba\u53f2\u96ea\u677e\u3001\u5357\u4eac\u5927\u5b66LAMDA\u7ec4\u535a\u58eb\u751f\u9648\u96c4\u8f89\u3001\u9999\u6e2f\u5927\u5b66\u5728\u8bfb\u535a\u58eb\u751f\u7a46\u5c27\uff0c\u5171\u540c\u53d1\u8d77\u9996\u5b63\u300c\u5177\u8eab\u667a\u80fd\u300d\u8bfb\u4e66\u4f1a<\/a>\u3002\u8bfb\u4e66\u4f1a\u8ba1\u5212\u91c7\u7528\u201c\u81ea\u4e0b\u800c\u4e0a\u201d\u7684\u5c42\u7ea7\u7ed3\u6784\uff0c\u63a2\u8ba8\u56db\u4e2a\u6838\u5fc3\u6a21\u5757\uff1a\u786c\u4ef6\u7cfb\u7edf\uff08\u673a\u5668\u4eba\u672c\u4f53\u8bbe\u8ba1\uff09\uff0c\u6570\u636e\u3001\u4eff\u771f\u73af\u5883\u4e0eBenchmark\uff0c\u673a\u5668\u4eba\u5b66\u4e60\uff0c\u5177\u4f53\u573a\u666f\u4efb\u52a1\u3002\u5e0c\u671b\u901a\u8fc7\u91cd\u70b9\u8ba8\u8bba\u7ecf\u5178\u3001\u524d\u6cbf\u7684\u91cd\u8981\u6587\u732e\uff0c\u5e2e\u52a9\u5927\u5bb6\u66f4\u597d\u5730\u5b66\u4e60\u673a\u5668\u4eba\u4e0e\u5177\u8eab\u667a\u80fd\u6280\u672f\u524d\u6cbf\u6280\u672f\uff0c\u4e3a\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u548c\u5e94\u7528\u63d0\u4f9b\u6d1e\u89c1\u3002<\/span><\/p>\n


<\/span><\/p>\n

\u8bfb\u4e66\u4f1a\u4ece2025\u5e741\u670819\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u65e514:00-16:00\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba1 6-8 \u5468\u5de6\u53f3\u3002\u6bcf\u5468\u8fdb\u884c\u7ebf\u4e0a\u4f1a\u8bae\uff0c\u4e0e\u4e3b\u8bb2\u4eba\u7b49\u793e\u533a\u6210\u5458\u5f53\u9762\u4ea4\u6d41\uff0c\u4e4b\u540e\u53ef\u4ee5\u83b7\u5f97\u89c6\u9891\u56de\u653e\u6301\u7eed\u5b66\u4e60\u3002<\/span><\/p>\n


<\/span><\/p>\n

\"\u56fe\u7247\"<\/span><\/span><\/a><\/p>\n


<\/span><\/strong><\/span><\/section>\n

\u8be6\u60c5\u8bf7\u89c1\uff1a\u5177\u8eab\u667a\u80fd\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u8d70\u5411\u73b0\u5b9e\u4e16\u754c\u7684\u4e0b\u4e00\u4ee3AI\u7cfb\u7edf<\/a><\/span><\/p>\n

<\/section>\n
\n
<\/section>\n<\/section>\n
\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
<\/strong><\/section>\n
1. <\/strong>\u5927\u8bed\u8a00\u6a21\u578b\u4f1a\u63a8\u7406\u5417\uff1f<\/a><\/strong><\/span><\/strong><\/section>\n
2. <\/strong>\u7b80\u5355\u751f\u7269\u5982\u4f55\u5f62\u6210\u590d\u6742\u8ba4\u77e5\uff1f\u6606\u866b\u667a\u80fd\u542f\u53d1\u7fa4\u4f53\u667a\u80fd\u4e0e\u96c6\u7fa4\u673a\u5668\u4eba<\/a><\/strong><\/span><\/section>\n
3. <\/strong>Science Robotics\u901f\u9012\uff1a\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u673a\u5668\u4eba\u8eab\u4f53\u5f62\u6001\u81ea\u6211\u53d1\u73b0<\/a><\/strong><\/span><\/section>\n
<\/strong><\/section>\n
4. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong>5. <\/strong>\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/section>\n

6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n

<\/p>\n


<\/span><\/p>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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