{"id":37096,"date":"2025-01-23T09:00:12","date_gmt":"2025-01-23T01:00:12","guid":{"rendered":"https:\/\/17aitech.com\/?p=37096"},"modified":"2025-01-23T09:00:12","modified_gmt":"2025-01-23T01:00:12","slug":"openai%e7%9a%84%e5%bc%ba%e5%8c%96%e5%be%ae%e8%b0%83%ef%bc%9arlscience-%e5%88%9b%e9%80%a0%e6%96%b0%e7%a5%9e%e8%bf%98%e6%98%af%e7%81%ad%e9%9c%b8%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37096","title":{"rendered":"OpenAI\u7684\u5f3a\u5316\u5fae\u8c03\uff1aRL+Science \u521b\u9020\u65b0\u795e\u8fd8\u662f\u706d\u9738\uff1f"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:OpenAI\u7684\u5f3a\u5316\u5fae\u8c03\uff1aRL+Science \u521b\u9020\u65b0\u795e\u8fd8\u662f\u706d\u9738\uff1f<\/a><\/p>\n

2024 \u5e74 12 \u6708 6 \u53f7\u52a0\u5dde\u65f6\u95f4\u4e0a\u5348 11 \u70b9\uff0cOpenAI \u53d1\u5e03\u4e86\u65b0\u7684 Reinforcement Finetuning \u65b9\u6cd5\uff0c\u7528\u4e8e\u6784\u9020\u4e13\u5bb6\u6a21\u578b\u3002<\/a>\u5bf9\u4e8e\u7279\u5b9a\u9886\u57df\u7684\u51b3\u7b56\u95ee\u9898\uff0c\u6bd4\u5982\u533b\u7597\u8bca\u65ad\u3001\u7f55\u89c1\u75c5\u8bca\u65ad\u7b49\u7b49\uff0c\u53ea\u9700\u8981\u4e0a\u4f20\u51e0\u5341\u5230\u51e0\u5343\u6761\u8bad\u7ec3\u6848\u4f8b\uff0c\u5c31\u53ef\u4ee5\u901a\u8fc7\u5fae\u8c03\u6765\u627e\u5230\u6700\u6709\u7684\u51b3\u7b56\u3002<\/section>\n

\u6570\u636e\u7684\u5f62\u5f0f\u7c7b\u4f3c\u4e8e instructiong tuning \u7684\u5e38\u89c1\u5f62\u5f0f\uff0c\u6709\u591a\u4e2a\u9009\u9879\u4ee5\u53ca\u6b63\u786e\u9009\u9879\u3002\u540c\u4e00\u65f6\u95f4\uff0cOpenAI \u8fd8\u53d1\u5e03\u4e86\u4e00\u4e2a\u5f3a\u5316\u5fae\u8c03\u7814\u7a76\u9879\u76ee\uff0c\u9f13\u52b1\u5b66\u8005\u4e13\u5bb6\u4eec\u4e0a\u4f20\u81ea\u5df1\u9886\u57df\u7684\u72ec\u7279\u6570\u636e\uff0c\u6d4b\u8bd5\u4ed6\u4eec\u7684\u5f3a\u5316\u5fae\u8c03\u80fd\u529b\u3002<\/p>\n

1<\/strong><\/p>\n

\u8fd9\u4e2a\u7ed3\u679c\u5f88\u6f02\u4eae\uff0c\u7528\u7684\u6280\u672f\u6b63\u662f\u5df2\u7ecf\u5e7f\u6cdb\u5e94\u7528\u4e8e alignment, math, coding \u9886\u57df\u7684\u65b9\u6cd5\uff0c\u5176\u524d\u8eab\u5c31\u662f Reinforcement learning from human feedback (RLHF). RLHF \u7528\u6765\u5bf9\u9f50\u5927\u6a21\u578b\u4e0e\u4eba\u7c7b\u504f\u597d\u6027\u6570\u636e\uff0c\u8bad\u7ec3\u6570\u636e\u7684\u5f62\u5f0f\u4e3a\uff08\u95ee\u9898\uff0c\u56de\u7b54 1\uff0c\u56de\u7b54 2\uff0c\u504f\u597d\uff09\uff0c\u8ba9\u7528\u6237\u9009\u62e9\u66f4\u559c\u6b22\u7684\u56de\u7b54\uff0c\u5b66\u4e60\u4eba\u7c7b\u7684\u504f\u597d\uff0c\u8bad\u7ec3\u5956\u52b1\u6a21\u578b\uff08reward model\uff09\u3002\u7ed9\u5b9a reward model \u4e4b\u540e\uff0c\u7528\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5 (PPO, DPO\uff09\u6765\u5fae\u8c03\u6a21\u578b\u53c2\u6570\uff0c\u5fae\u8c03\u540e\u7684\u6a21\u578b\u66f4\u5bb9\u6613\u751f\u6210\u7528\u6237\u559c\u6b22\u7684\u5185\u5bb9\u3002<\/p>\n

\u5f53\u6c42\u89e3 math \u548c coding \u95ee\u9898\u65f6\uff0c\u6bcf\u4e2a\u95ee\u9898\u90fd\u6709\u6b63\u786e\u7b54\u6848\u3002\u8fd9\u65f6\u53ef\u4ee5\u7528 MCTS \u7b49 RL \u65b9\u6cd5\uff0c\u751f\u6210\u5927\u91cf\u7684\u4e0d\u540c\u7684\u6c42\u89e3\u8f68\u8ff9\uff0c\u6709\u7684\u6b63\u786e\u6709\u7684\u9519\u8bef\uff0c\u7528\u56de\u7b54\u6b63\u786e\u7684\u8f68\u8ff9\u505a SFT\uff0c\u6216\u8005\u7528\uff08\u6b63\u786e\u89e3\u6cd5\uff0c\u9519\u8bef\u89e3\u6cd5\uff09\u7684\u7ec4\u5408\u6765\u505a RLHF\u3002\u66f4\u8fdb\u4e00\u6b65\uff0c\u53ef\u4ee5\u628a\u8f68\u8ff9\u751f\u6210\u548c RLHF \u5fae\u8c03\u8fd9\u4e24\u6b65\u8fed\u4ee3\u8d77\u6765\uff0c\u4e0d\u65ad\u8c03\u6574 reference policy\uff0c\u8fed\u4ee3\u4e0d\u65ad\u63d0\u9ad8\u6b63\u786e\u7387\uff0c\u5982 GRPo \u6216 SPPO \u7b49\u3002<\/p>\n

2<\/strong><\/p>\n

OpenAI \u7684 RFT \u53ea\u9700\u8981\u5f88\u5c11\u6570\u636e\uff0c\u5c31\u80fd\u518d\u4e00\u4e9b\u4e13\u5bb6\u573a\u666f\u4e2d\uff0c\u5b66\u4f1a\u533b\u7597\u8bca\u65ad\u548c\u79d1\u5b66\u51b3\u7b56\uff0c\u8fd9\u4e2a\u65b9\u6cd5\u672c\u8d28\u4e0a\u8fd8\u662f CoT+RL\uff0c\u5176\u4e2d CoT \u8fd9\u6b65\u53ef\u4ee5 brainstorm \u589e\u5f3a\u751f\u6210\u591a\u6837\u7684\u4e0d\u540c\u63a8\u7406\u8def\u5f84\uff0c\u7136\u540e\u6839\u636e\u7b54\u5bf9\u6ca1\u6709\u6765\u8fdb\u884c\u6253\u5206\uff0c\u518d\u7ee7\u7eed\u505a RL \u5fae\u8c03\u5e76\u4e14\u8fed\u4ee3\u3002CoT \u53ef\u4ee5\u662f\u628a\u4e00\u7cfb\u5217\u7684\u79d1\u5b66 \/ \u533b\u7597\u5e38\u8bc6\u4e32\u8054\u8d77\u6765\u3002\u8fd9\u4e9b\u5e38\u8bc6\u6765\u81ea\u9884\u8bad\u7ec3\u3002<\/p>\n

\u96be\u70b9\u5728\u4e8e\u5982\u4f55\u5b9a\u4e49\u4ec0\u4e48\u662f RL \u91cc\u7684 state-transition, \u4e5f\u5373\u4e00\u6b65\u7684\u601d\u7ef4\u63a8\u7406\u3002\u6bcf\u4e00\u6b65 state transition \u662f\u5927\u6a21\u578b\u5df2\u7ecf\u5b66\u5230\u7684\u79d1\u5b66\u5e38\u8bc6\uff0c\u518d\u7528 RL \u627e\u5230\u901a\u5411\u9ad8\u5206\u7684\u5b8c\u6574\u94fe\u8def\u3002\u5173\u952e\u95ee\u9898\u662f\u5982\u4f55\u505a\u5230 token-level \u548c full-response level RL \u76f4\u63a5\u627e\u5230\u5e73\u8861\u70b9\uff0c\u4e5f\u5373\u5982\u4f55\u63cf\u8ff0\u201dstate\u201d\u3002token-level \u7684\u5fae\u8c03\u6548\u7387\u592a\u4f4e\u3001\u4e0d\u5bb9\u6613\u6cdb\u5316\uff1bfull-response level \u53c8\u4f1a\u8ff7\u7cca\u4e86\u63a8\u7406\u7684\u8fc7\u7a0b\u3002<\/p>\n

\u66f4 fundamental \u7684\u95ee\u9898\u662f\uff1a\u4f55\u627e\u5230\u601d\u7ef4\u94fe\u91cc\u9762\u7684 \u201cstate\u201d \u5462\uff0c\u601d\u7ef4\u7684 state representation \u662f\u4e0d\u662f\u5df2\u7ecf\u5728\u9884\u8bad\u7ec3\u91cc\u6d8c\u73b0\u51fa\u6765\u4e86\uff1f\u6709\u4e86\u5408\u9002\u7684 state representation\uff0cRFT \u5c31\u53ef\u4ee5 easy, stable and robust\u3002<\/p>\n

3<\/strong><\/p>\n

Demo \u91cc\u4e5f\u80fd\u770b\u51fa\u8fd9\u4e2a\u6280\u672f\u73b0\u9636\u6bb5\u7684\u5c40\u9650\u6027\u3002\u7f55\u89c1\u75c5\u6392\u67e5\uff0c\u4ece\u533b\u5b66\u89d2\u5ea6\u91cd\u8981\uff0c\u4f46\u662f\u786e\u5b9e\u5df2\u77e5\u7684\u79d1\u5b66\uff0c\u800c\u4e14\u662f\u5df2\u77e5\u79d1\u5b66\u95ee\u9898\u4e2d\u6700\u7b80\u5355\u7684\u4e00\u7c7b\u3002\u7f55\u89c1\u75c5\u7684\u8bca\u65ad\u5f80\u5f80\u6709\u6e05\u6670\u7684\u57fa\u56e0\u6307\u6807\uff0c\u548c\u76f8\u5bf9\u6d41\u7a0b\u5316\u7684\u5224\u522b\u8def\u5f84\u3002\u4e4b\u6240\u4ee5\u80fd\u7528\u5f88\u5c11\u7684\u6570\u636e\u5c31\u5b66\u4f1a\u8fd9\u4e2a\u8bca\u65ad\u8fc7\u7a0b\uff0c\u662f\u56e0\u4e3a\u5f88\u591a\u4eba\u7c7b\u4e13\u5bb6\u4efb\u52a1\u7684 know-how \u5176\u5b9e\u662f\u7b80\u5355\u7684\u51b3\u7b56\u6811\uff0c\u51e0\u5341\u4e2a\u6848\u4f8b\u5c31\u8db3\u4ee5\u56ca\u62ec\u5e95\u5c42\u903b\u8f91\u3002<\/p>\n

\u8fd9\u7c7b\u95ee\u9898\u672c\u8d28\u662f\u591a\u9879\u9009\u62e9\u9898\uff0c\u53ea\u8981\u9009\u62e9\u6709\u9650\uff0c\u4e0d\u540c\u9009\u9879\u4e4b\u95f4\u533a\u5206\u5ea6\u5927\u5c31\u5f88\u5bb9\u6613\u638c\u63e1\u3002<\/p>\n

\u8fd9\u4e2a demo \u8fd8\u89c4\u907f\u4e86 RLHF \u91cc\u6700\u96be\u641e\u7684 reward modeling \u6b65\u9aa4\uff0c\u968f\u4fbf\u8bbe\u5b9a\u4e00\u4e2a\u6253\u5206\u51fd\u6570\u5c31\u80fd\u7528\uff0c\u6bd4\u5982\u6b63\u786e\u7b54\u6848\u7ed9 1 \u5206\uff0c\u9519\u8bef\u7b54\u6848 0 \u5206\u3002<\/p>\n

\u7136\u800c\u771f\u6b63\u7684\u79d1\u5b66\u95ee\u9898\uff0c\u5f80\u5f80\u4e0d\u662f\u6709\u56fa\u5b9a\u9009\u9879\u7684\u9009\u62e9\u9898\uff0c\u6ca1\u6709\u6807\u51c6\u7b54\u6848\uff0c\u5982\u4f55\u5b9a\u4e49 action\uff0c\u5982\u4f55\u5b9a\u4e49\u95ee\u9898\u8be5\u600e\u4e48\u95ee\uff0c\u5982\u4f55\u7ed9\u65b0\u7684\u79d1\u5b66\u6982\u5ff5\u4e00\u4e2a\u5b9a\u4e49\u4e00\u4e2a\u540d\u5b57\uff0c\u8fd9\u624d\u662f\u6700\u9ad8\u7ea7\u4e5f\u6700\u6709\u6311\u6218\u7684\u79d1\u5b66\u96be\u9898\u3002\u79d1\u5b66\u7684\u6570\u636e\u4e5f\u5f80\u5f80\u662f noisy \u7684\uff0c\u4e0d\u662f\u7b80\u5355\u7684\u591a\u9009\u9898\uff0c\u6ca1\u6709\u6e05\u6670\u7684\u51b3\u7b56\u6811\u3002<\/p>\n

4<\/strong><\/p>\n

\u8bb2\u5b8c\u4e86\u6280\u672f\u7684\u6f5c\u529b\uff0c\u6211\u4eec\u6765\u8ba8\u8bba\u98ce\u9669\u3002\u4eca\u5929 OpenAI \u53d1\u5e03 RFT \u7684\u540c\u4e00\u65f6\u95f4\uff0c\u63a8\u51fa\u4e86\u5f3a\u5316\u5fae\u8c03\u7814\u7a76\u9879\u76ee\u3002\u8fd9\u4e2a\u9879\u76ee\u9080\u8bf7\u5168\u4e16\u754c\u7684\u79d1\u7814\u4eba\u5458\u63d0\u4f9b\u4ed6\u4eec\u9886\u57df\u7684\u51b3\u7b56\u6570\u636e\u96c6\uff0c\u8ba9 OpenAI \u6765\u6d4b\u8bd5\u5176 RFT \u63a8\u7406\u51b3\u7b56\u80fd\u529b\uff0c\u4e0d\u65ad\u8fdb\u5316\u3002<\/p>\n

\u7136\u800c\uff0c\u770b\u5230\u8fd9\u4e2a\u9879\u76ee\u7684\u65f6\u5019\uff0c\u8ba9\u4eba\u51b7\u6c57\u4e0d\u5df2\u3002<\/p>\n

\u4eca\u5e74\u590f\u5929\uff0c\u6211\u53c2\u52a0\u7f8e\u56fd\u79d1\u5b66\u9662\u53ec\u5f00\u7684 AI for science \u5b89\u5168\u8ba8\u8bba\u4f1a\uff0c\u5305\u62ec\u8bfa\u5956\u83b7\u5f97\u8005 David Baker \u5728\u5185\u7684\u5f88\u591a\u7814\u7a76\u8005\u4e5f\u5728\u573a\u3002\u8ba8\u8bba\u4f1a\u4e0a\uff0c\u6bcf\u4e2a\u4eba\u90fd\u8981\u56de\u7b54\u4e3a\u4ec0\u4e48\u81ea\u5df1\u6b63\u5728\u5f00\u53d1\u7684 AI for science \u6280\u672f\u662f\u5b89\u5168\u7684\uff0c\u662f\u53ef\u63a7\u7684\u3001\u53ef\u8ffd\u8e2a\u7684\u3002<\/p>\n

\u5982\u679c\u79d1\u5b66\u8fd9\u9897\u5b9d\u77f3\uff0c\u5982\u679c\u90fd\u96c6\u4e2d\u5728\u4e86\u540c\u4e00\u4e2a\u975e\u5f00\u6e90\u516c\u53f8\u624b\u91cc\uff0c\u90a3\u4e48\u6211\u4eec\u9020\u51fa\u7684\u662f\u65b0\u795e\uff0c\u8fd8\u662f\u5e26\u4e0a\u4e86\u65e0\u9650\u624b\u5957\u7684\u706d\u9738\uff1f<\/p>\n

\u4f5c\u8005\u4ecb\u7ecd<\/strong><\/p>\n

\u738b\u68a6\u8fea\u73b0\u4efb\u666e\u6797\u65af\u987f\u5927\u5b66\u7535\u5b50\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u7cfb\u7ec8\u8eab\u6559\u6388\uff0c\u5e76\u521b\u7acb\u5e76\u62c5\u4efb\u666e\u6797\u65af\u987f\u5927\u5b66 \u201cAI for Accelerated Invention\u201d \u4e2d\u5fc3\u7684\u9996\u4efb\u4e3b\u4efb\u3002\u5979\u7684\u7814\u7a76\u9886\u57df\u6db5\u76d6\u5f3a\u5316\u5b66\u4e60\u3001\u53ef\u63a7\u5927\u6a21\u578b\u3001\u4f18\u5316\u5b66\u4e60\u7406\u8bba\u4ee5\u53ca AI for Science \u7b49\u591a\u4e2a\u65b9\u5411\u3002\u738b\u68a6\u8fea\u66fe\u5148\u540e\u5728 Google DeepMind\u3001\u9ad8\u7b49\u7814\u7a76\u9662\u4e0e Simons \u7814\u7a76\u9662\u62c5\u4efb\u8bbf\u95ee\u5b66\u8005\uff0c\u5e76\u8363\u83b7 MIT TR35\u3001\u7f8e\u56fd\u56fd\u5bb6\u79d1\u5b66\u57fa\u91d1\u4f1a\uff08NSF\uff09\u4e8b\u4e1a\u5956\u3001Google \u5b66\u8005\u5956\u7b49\u591a\u9879\u8363\u8a89\u30022024 \u5e74 7 \u6708\uff0c\u5979\u83b7\u9881 AACC Donald Eckman \u5956\uff0c\u4ee5\u8868\u5f70\u5176\u5728\u63a7\u5236\u4e0e\u52a8\u6001\u7cfb\u7edf\u3001\u673a\u5668\u5b66\u4e60\u53ca\u4fe1\u606f\u8bba\u4ea4\u53c9\u9886\u57df\u6240\u4f5c\u51fa\u7684\u6770\u51fa\u8d21\u732e\u3002<\/p>\n

\u539f\u6587\u94fe\u63a5\uff1a<\/sup><\/em><\/p>\n

https:\/\/zhuanlan.zhihu.com\/p\/11273216258?utm_medium=social&utm_psn=1848703455629303809&utm_source=wechat_timeline&utm_id=0<\/sup><\/em><\/p>\n

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:OpenAI\u7684\u5f3a\u5316\u5fae\u8c03\uff1aRL+Science \u521b\u9020\u65b0\u795e\u8fd8\u662f\u706d\u9738\uff1f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:OpenAI\u7684\u5f3a\u5316\u5fae\u8c03 […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[68,55],"class_list":["post-37096","post","type-post","status-publish","format-standard","hentry","category-news","tag-68","tag-55"],"yoast_head":"\nOpenAI\u7684\u5f3a\u5316\u5fae\u8c03\uff1aRL+Science \u521b\u9020\u65b0\u795e\u8fd8\u662f\u706d\u9738\uff1f - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=37096\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=37096\",\"url\":\"https:\/\/17aitech.com\/?p=37096\",\"name\":\"OpenAI\u7684\u5f3a\u5316\u5fae\u8c03\uff1aRL+Science \u521b\u9020\u65b0\u795e\u8fd8\u662f\u706d\u9738\uff1f - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"datePublished\":\"2025-01-23T01:00:12+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=37096#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=37096\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=37096#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"OpenAI\u7684\u5f3a\u5316\u5fae\u8c03\uff1aRL+Science \u521b\u9020\u65b0\u795e\u8fd8\u662f\u706d\u9738\uff1f\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"OpenAI\u7684\u5f3a\u5316\u5fae\u8c03\uff1aRL+Science \u521b\u9020\u65b0\u795e\u8fd8\u662f\u706d\u9738\uff1f - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=37096","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=37096","url":"https:\/\/17aitech.com\/?p=37096","name":"OpenAI\u7684\u5f3a\u5316\u5fae\u8c03\uff1aRL+Science \u521b\u9020\u65b0\u795e\u8fd8\u662f\u706d\u9738\uff1f - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"datePublished":"2025-01-23T01:00:12+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=37096#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=37096"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=37096#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"OpenAI\u7684\u5f3a\u5316\u5fae\u8c03\uff1aRL+Science \u521b\u9020\u65b0\u795e\u8fd8\u662f\u706d\u9738\uff1f"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/37096","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37096"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/37096\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37096"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37096"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37096"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}