{"id":783995,"date":"2026-05-21T14:34:26","date_gmt":"2026-05-21T06:34:26","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=783995"},"modified":"2026-05-21T14:34:26","modified_gmt":"2026-05-21T06:34:26","slug":"%e5%af%b9%e8%af%9d%e7%81%b5%e5%88%9d%e6%99%ba%e8%83%bdceo-%e7%8e%8b%e5%90%af%e6%96%8c%ef%bc%9a%e5%85%b7%e8%ba%ab%e6%99%ba%e8%83%bd%ef%bc%8c%e6%ad%a3%e4%bb%8e%e7%a1%ac%e4%bb%b6%e6%b5%aa%e6%bd%ae","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=783995","title":{"rendered":"\u5bf9\u8bdd\u7075\u521d\u667a\u80fdCEO \u738b\u542f\u658c\uff1a\u5177\u8eab\u667a\u80fd\uff0c\u6b63\u4ece"\u786c\u4ef6\u6d6a\u6f6e"\u8fdb\u5165"\u6570\u636e\u6d6a\u6f6e""},"content":{"rendered":"

\"\u5bf9\u8bdd\u7075\u521d\u667a\u80fdCEO<\/p>\n

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Q\uff1a\u7075\u521d\u5df2\u7ecf\u79ef\u7d2f\u4e86\u8fd1 10 \u4e07\u5c0f\u65f6\u4eba\u7c7b\u6570\u636e\uff0c\u624b\u5957\u91c7\u96c6\u6210\u672c\u964d\u5230\u4e86\u771f\u673a\u65b9\u6848\u7684\u5341\u5206\u4e4b\u4e00\u3002\u80fd\u5426\u5177\u4f53\u63cf\u8ff0\u4e00\u4e0b\uff0c\u4e00\u6761\u771f\u5b9e\u7684\u4eba\u7c7b\u52a8\u4f5c\u6570\u636e\uff0c\u4ece\u5916\u9aa8\u9abc\u624b\u5957\u91c7\u96c6\uff0c\u5230\u6700\u7ec8\u8ba9\u673a\u5668\u4eba\u5b66\u4f1a\u5e76\u4f18\u5316\u4e00\u4e2a\u65b0\u6280\u80fd\uff0c\u4e2d\u95f4\u7ecf\u5386\u4e86\u600e\u6837\u7684\u5b8c\u6574\u7ba1\u7ebf\uff1f\u76ee\u524d\u6709\u54ea\u4e9b\u6570\u636e\u6216\u8005\u73b0\u8c61\u8bc1\u660e\u8fd9\u4e2a\u6570\u636e\u98de\u8f6e\u6b63\u5728\u52a0\u901f\uff0c\u800c\u4e0d\u662f\u7ebf\u6027\u5806\u780c\uff1f<\/strong><\/p>\n

\u738b\u542f\u658c\uff1a\u5b8c\u6574\u7ba1\u7ebf\u5927\u81f4\u662f\u8fd9\u6837\u7684\uff1a\u64cd\u4f5c\u5458\u6234\u4e0a\u6211\u4eec\u7684\u5916\u9aa8\u9abc\u624b\u5957\uff0c\u5728\u771f\u5b9e\u573a\u666f\u91cc\u5b8c\u6210\u64cd\u4f5c\u4efb\u52a1\uff0c\u624b\u5957\u4ee5\u4e9a\u6beb\u7c73\u7ea7\u7cbe\u5ea6\u540c\u6b65\u91c7\u96c6 3D \u5173\u8282\u8f68\u8ff9\u3001\u89e6\u89c9\u4fe1\u53f7\u548c\u7b2c\u4e00\u89c6\u89d2\u89c6\u89c9\u6d41\uff0c\u540c\u65f6\u914d\u5408\u8bed\u8a00\u6807\u6ce8\u3002<\/p>\n

\u6570\u636e\u56de\u4f20\u540e\uff0cPsi-W0\uff08\u4e16\u754c\u6a21\u578b\uff09\u5bf9\u6bcf\u4e00\u6761\u6570\u636e\u8fdb\u884c\u81ea\u52a8\u8d28\u68c0\u548c\u6253\u5206——\u5b83\u672c\u8d28\u4e0a\u662f\u5728\"\u770b\u8fd9\u4e2a\u52a8\u4f5c\u662f\u5426\u5408\u7406\"\uff0c\u5206\u4f4e\u7684\u6570\u636e\u88ab\u8fc7\u6ee4\uff0c\u9ad8\u8d28\u91cf\u6570\u636e\u8fdb\u5165\u6807\u6ce8\u6c60\u3002AutoLabeling \u5b8c\u6210\u5927\u90e8\u5206\u6807\u6ce8\u5de5\u4f5c\uff0c\u53ea\u6709\u5c11\u91cf\u6a21\u7cca\u6837\u672c\u9700\u8981\u4eba\u5de5\u5ba1\u6838\u3002\u6700\u7ec8\u5e72\u51c0\u7684\u6570\u636e\u8fdb\u5165 Psi-R2 \u7684\u9884\u8bad\u7ec3\u6c60\u3002<\/p>\n

\u8fc1\u79fb\u5230\u65b0\u4efb\u52a1\u65f6\uff0c\u6d41\u7a0b\u662f\uff1a\u7ed9 Psi-R2 \u5c11\u4e8e 100 \u6761\u8be5\u4efb\u52a1\u7684\u771f\u673a\u6f14\u793a\u8f68\u8ff9\u505a\u5fae\u8c03 → Psi-W0 \u5728\u4e16\u754c\u6a21\u578b\u91cc\u505a\u5f3a\u5316\u5b66\u4e60\uff0c\u751f\u6210\u5927\u91cf\u5408\u6210\u7684\u673a\u5668\u4eba\u6570\u636e\u6765\u8865\u5145\u957f\u5c3e\u60c5\u51b5 → \u7b5b\u9009\u9ad8\u8d28\u91cf\u6570\u636e\u56de\u6d41\u5230\u9884\u8bad\u7ec3\u6c60 → \u4e0b\u4e00\u4ee3\u6a21\u578b\u66f4\u5f3a\u3002\u8fd9\u4e2a\u5faa\u73af\u6bcf\u8f6e\u90fd\u5728\u7f29\u77ed\u3002
\u98de\u8f6e\u52a0\u901f\u7684\u8bc1\u636e\uff1a\u6700\u76f4\u89c2\u7684\u662f\u65b0\u4efb\u52a1\u4e0a\u624b\u901f\u5ea6\u3002\u534a\u5e74\u524d\uff0c\u4e00\u4e2a\u65b0\u4efb\u52a1\u9700\u8981\u51e0\u767e\u6761\u771f\u673a\u6f14\u793a\u624d\u80fd\u8fbe\u5230\u7a33\u5b9a\uff1b\u73b0\u5728\u4e0d\u5230 100 \u6761\u5c31\u80fd\u5b8c\u6210\u957f\u7a0b\u7cbe\u7ec6\u64cd\u4f5c\uff0c\u6bd4\u5982\u88c5\u914d\u624b\u673a\u3001\u5de5\u4e1a\u5305\u88c5\u3001\u53e0\u7eb8\u76d2\u3002\u8fd9\u8bf4\u660e\u9884\u8bad\u7ec3\u8d28\u91cf\u5728\u6307\u6570\u7ea7\u63d0\u5347\uff0c\u800c\u4e0d\u662f\u7ebf\u6027\u5806\u780c\u3002<\/p>\n

Q\uff1a\u771f\u673a\u6570\u636e\u548c\u4eff\u771f\u6570\u636e\u6709\u6ca1\u6709\u5e94\u7528\u7684\u9ec4\u91d1\u6bd4\u4f8b\uff1f\u53e6\u5916\uff0c\u8fc7\u53bb\u5927\u5bb6\u90fd\u8bb2\u6570\u636e\u91d1\u5b57\u5854\u662f\u771f\u673a\u6570\u636e\uff1e\u4eff\u771f\u6570\u636e\uff1e\u4e92\u8054\u7f51\u6570\u636e\uff0c\u73b0\u5728\u9876\u5c42\u7684\u771f\u673a\u6570\u636e\u662f\u4e0d\u662f\u5185\u90e8\u4e5f\u4f1a\u6709\u4e00\u4e2a\u5c0f\u91d1\u5b57\u5854\u51fa\u73b0\uff1f\u5982\u679c\u6709\u7684\u8bdd\uff0c\u53c8\u4f1a\u662f\u600e\u6837\u7684\u6392\u5217\uff1f<\/strong><\/p>\n

\u738b\u542f\u658c\uff1a\u4eff\u771f\u58f0\u91cf\u4e0b\u964d\uff0c\u672c\u8d28\u4e0a\u662f\u884c\u4e1a\u610f\u8bc6\u5230 Sim2Real Gap \u5728\u7075\u5de7\u64cd\u4f5c\u91cc\u662f\u7ed3\u6784\u6027\u95ee\u9898\uff0c\u4e0d\u662f\u8c03\u8c03\u53c2\u80fd\u89e3\u51b3\u7684\u3002\u4f46\u4eff\u771f\u6ca1\u6709\u6d88\u4ea1\uff0c\u5b83\u7684\u4ef7\u503c\u5728\u4e8e\u4e09\u4e2a\u5730\u65b9\uff1a\u4e00\u662f\u63a2\u7d22\u6027\u8bad\u7ec3\uff0c\u5bf9\u6ca1\u6709\u771f\u5b9e\u6570\u636e\u7684\u957f\u5c3e\u4efb\u52a1\u505a\u524d\u671f\u9884\u70ed\uff1b\u4e8c\u662f\u5927\u89c4\u6a21 RL \u8bad\u7ec3\uff0c\u5728\u4e16\u754c\u6a21\u578b\u91cc\u751f\u6210\u53cd\u4e8b\u5b9e\u6837\u672c\uff1b\u4e09\u662f\u5b89\u5168\u8fb9\u754c\u6d4b\u8bd5\uff0c\u6a21\u62df\u6781\u7aef\u60c5\u51b5\u3002\u6211\u4eec\u7684 Psi-W0 \u5176\u5b9e\u662f\u7528\u6765\u505a\"\u57fa\u4e8e\u771f\u5b9e\u7269\u7406\u611f\u77e5\u7684\u4eff\u771f\"\uff0c\u548c\u7eaf\u865a\u62df\u4eff\u771f\u4e0d\u540c\u3002<\/p>\n

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\u4f60\u8bf4\u5230\u771f\u673a\u6570\u636e\u5185\u90e8\u7684\u5c0f\u91d1\u5b57\u5854\uff0c\u8fd9\u4e2a\u89c2\u5bdf\u5f88\u9510\u5229\u3002\u786e\u5b9e\uff0c\u5728\u6211\u4eec\u770b\u6765\uff0c\u9876\u5c42\u7684\u771f\u5b9e\u64cd\u4f5c\u6570\u636e\u5185\u90e8\u4e5f\u6709\u5c42\u7ea7\uff1a\u6700\u9ad8\u8d28\u91cf\u7684\u662f\u5916\u9aa8\u9abc\u91c7\u96c6\u7684\u4eba\u7c7b\u539f\u751f\u6570\u636e\uff08\u9ad8\u7cbe\u5ea6\u3001\u5168\u6a21\u6001\u3001\u5929\u7136\u643a\u5e26\u4efb\u52a1\u610f\u56fe\uff09\uff1b\u5176\u6b21\u662f\u4f20\u7edf\u9065\u64cd\u6570\u636e\uff08\u771f\u5b9e\u7269\u7406\uff0c\u4f46\u8282\u594f\u6162\u3001\u5b58\u5728\u64cd\u7eb5\u504f\u5dee\uff09\uff1b\u518d\u6b21\u662f\u673a\u5668\u4eba\u81ea\u4e3b\u4f5c\u4e1a\u4e2d\u56de\u6d41\u7684\u5728\u7ebf\u6570\u636e\uff08\u6700\u7ec8\u76ee\u6807\uff0c\u4f46\u8d28\u91cf\u53c2\u5dee\u9700\u8981\u7b5b\u9009\uff09\u3002<\/p>\n

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Q\uff1a\u4eca\u5e74\u5927\u5bb6\u90fd\u5728\u8bb2 100 \u4e07\u5c0f\u65f6\u7684\u6570\u636e\u91cf\u7ea7\uff0c100 \u4e07\u5c0f\u65f6\u8fd9\u4e2a\u91cf\u7ea7\u662f\u600e\u4e48\u8fbe\u6210\u5171\u8bc6\u7684\uff1f<\/strong><\/p>\n

\u738b\u542f\u658c\uff1a 100 \u4e07\u5c0f\u65f6\u4e0d\u662f\u4e00\u4e2a\u968f\u610f\u5b9a\u7684\u6570\u5b57\u3002<\/p>\n

\u7c7b\u6bd4 LLM \u7684\u53d1\u5c55\uff0cGPT-2 \u5230 GPT-3 \u662f\u6570\u636e\u91cf\u7684\u8dc3\u5347\uff0c\u5e26\u6765\u4e86\u6d8c\u73b0\u80fd\u529b——\u673a\u5668\u4eba\u9886\u57df\u6211\u4eec\u76f8\u4fe1\u5b58\u5728\u4e00\u4e2a\u7c7b\u4f3c\u7684\u4e34\u754c\u70b9\uff0c\u5728\u90a3\u4e4b\u540e\u6a21\u578b\u5bf9\u672a\u89c1\u8fc7\u4efb\u52a1\u7684 zero-shot \u6cdb\u5316\u80fd\u529b\u4f1a\u51fa\u73b0\u8d28\u7684\u53d8\u5316\uff0c\u800c\u4e0d\u53ea\u662f\u91cf\u7684\u7d2f\u79ef\u3002\u76ee\u524d\u4e1a\u754c\u666e\u904d\u628a\u8fd9\u4e2a\u4e34\u754c\u70b9\u4f30\u8ba1\u5728\u767e\u4e07\u5c0f\u65f6\u91cf\u7ea7\u3002<\/p>\n

\u6211\u4eec\u5bf9 100 \u4e07\u5c0f\u65f6\u7684\u8282\u70b9\u9884\u5224\u662f 2026 \u5e74\u5e95\u3002\u8def\u5f84\u4e0a\u6211\u4eec\u5728\u5e76\u884c\u63a8\u8fdb\uff1a\u5de5\u5382\u5408\u4f5c\u7684\u96c6\u4e2d\u91c7\u96c6\u3001\u7279\u5b9a\u7684\u6570\u91c7\u5382\u3001\u4ee5\u53ca\u6b63\u5728\u8bbe\u8ba1\u7684\u5206\u5e03\u5f0f\u5fae\u652f\u4ed8\u91c7\u96c6\u7f51\u7edc\u3002<\/p>\n

\u5185\u90e8\u9884\u6f14\u65b9\u9762\uff0c\u6211\u4eec\u6709\u4e00\u4e9b\u65e9\u671f\u4fe1\u53f7\u3002\u5f53\u6211\u4eec\u628a\u8bad\u7ec3\u6570\u636e\u4ece 1 \u4e07\u5c0f\u65f6\u6269\u5c55\u5230 10 \u4e07\u5c0f\u65f6\u65f6\uff0c\u6a21\u578b\u5728\u672a\u89c1\u573a\u666f\u4e0a\u7684\u8fc1\u79fb\u6210\u529f\u7387\u6709\u4e00\u4e2a\u975e\u7ebf\u6027\u7684\u63d0\u5347——\u8fd9\u7ed9\u4e86\u6211\u4eec\u4fe1\u5fc3\u3002<\/p>\n

\u6309\u7167\u8fd9\u4e2a\u8d8b\u52bf\uff0c100 \u4e07\u5c0f\u65f6\u4e4b\u540e\uff0c\u6211\u4eec\u9884\u671f\u65b0\u4efb\u52a1\u7684 cold start \u6570\u636e\u91cf\u53ef\u4ee5\u4ece\u73b0\u5728\u7684\u4e0d\u5230 100 \u6761\u7ee7\u7eed\u5927\u5e45\u538b\u7f29\uff0c\u8d8b\u8fd1\u4e8e\u771f\u6b63\u7684 few-shot \u751a\u81f3 zero-shot \u90e8\u7f72\u3002<\/p>\n

Q\uff1a\u60a8\u66fe\u628a 2026 \u5e74\u5177\u8eab\u667a\u80fd\u7684\u53d1\u5c55\u6982\u62ec\u4e3a\u4e09\u4e2a\u4ea4\u9519\u63a8\u8fdb\u7684\u5c0f\u5468\u671f\uff1a\u786c\u4ef6\u5468\u671f\u4ecd\u5728\u5ef6\u7eed\uff0c\u6570\u636e\u5468\u671f\u5df2\u7ecf\u52a0\u901f\uff0c\u573a\u666f\u5468\u671f\u521a\u521a\u542f\u52a8\u3002\u90a3\u4e48\uff0c\u672a\u6765\u4e24\u5e74\u6700\u5173\u952e\u7684\u80dc\u8d1f\u624b\u4f1a\u5728\u54ea\u4e2a\u5468\u671f\uff1f<\/strong><\/p>\n

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