{"id":40842,"date":"2026-02-24T21:06:05","date_gmt":"2026-02-24T13:06:05","guid":{"rendered":"https:\/\/17aitech.com\/?p=40842"},"modified":"2026-02-24T21:06:05","modified_gmt":"2026-02-24T13:06:05","slug":"%e6%b8%85%e5%8d%8e%e5%88%98%e6%b4%8b%e5%9b%a2%e9%98%9f%e8%ae%ba%e6%96%87%ef%bc%9a%e6%8f%ad%e7%a4%ba%e4%b8%ba%e4%bd%95-70b-%e7%9a%84%e5%8c%bb%e7%96%97%e6%a8%a1%e5%9e%8b%ef%bc%8c%e5%8f%8d%e8%80%8c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40842","title":{"rendered":"\u6e05\u534e\u5218\u6d0b\u56e2\u961f\u8bba\u6587\uff1a\u63ed\u793a\u4e3a\u4f55 70B \u7684\u533b\u7597\u6a21\u578b\uff0c\u53cd\u800c\u4e0d\u5982 8B \u4f1a\u95ee\u8bca\u4e28ILCR 2026"},"content":{"rendered":"<p>\u5728\u533b\u7597\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u5386\u7a0b\u4e2d\uff0c\u80fd\u529b\u8bc4\u4f30\u65b9\u5f0f\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5851\u9020\u4e86\u6280\u672f\u6f14\u8fdb\u7684\u65b9\u5411\u3002<\/p>\n<p>\u8fc7\u53bb\u76f8\u5f53\u957f\u4e00\u6bb5\u65f6\u95f4\u91cc\uff0c\u533b\u7597 AI \u7684\u8fdb\u6b65\u4e3b\u8981\u56f4\u7ed5\u533b\u5b66\u77e5\u8bc6\u83b7\u53d6\u4e0e\u63a8\u7406\u5c55\u5f00\uff0c\u6a21\u578b\u662f\u5426\u201c\u8db3\u591f\u806a\u660e\u201d\u901a\u5e38\u901a\u8fc7\u533b\u5b66\u8003\u8bd5\u9898\u3001\u4e34\u5e8a\u95ee\u7b54\u6570\u636e\u96c6\u7b49\u9759\u6001\u57fa\u51c6\u6765\u8861\u91cf\u3002\u5728\u8fd9\u4e00\u8bc4\u4ef7\u6846\u67b6\u4e0b\uff0c\u6a21\u578b\u53ea\u9700\u5728\u4fe1\u606f\u5b8c\u6574\u3001\u95ee\u9898\u5c01\u95ed\u7684\u6761\u4ef6\u4e0b\u7ed9\u51fa\u6b63\u786e\u7b54\u6848\uff0c\u4fbf\u88ab\u89c6\u4e3a\u5177\u5907\u8f83\u9ad8\u7684\u533b\u7597\u80fd\u529b\u3002<\/p>\n<p>\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5174\u8d77\uff0c\u8fd9\u4e00\u8def\u5f84\u8fc5\u901f\u53d6\u5f97\u7a81\u7834\u6027\u8fdb\u5c55\uff0c\u591a\u79cd\u7cfb\u7edf\u5728 MedQA \u7b49\u6d4b\u8bd5\u4e2d\u8fbe\u5230\u751a\u81f3\u8d85\u8fc7\u4eba\u7c7b\u4e13\u5bb6\u6c34\u5e73\uff0c\u4f7f\u5f97\u201c\u533b\u7597 AI \u662f\u5426\u5df2\u7ecf\u6210\u719f\u201d\u4e00\u5ea6\u6210\u4e3a\u884c\u4e1a\u5185\u7684\u4e50\u89c2\u5224\u65ad\u3002<\/p>\n<p>\u7136\u800c\uff0c\u968f\u7740\u8fd9\u4e9b\u6a21\u578b\u88ab\u9010\u6b65\u5f15\u5165\u66f4\u8d34\u8fd1\u771f\u5b9e\u4e34\u5e8a\u7684\u4ea4\u4e92\u573a\u666f\uff0c\u4e00\u4e2a\u957f\u671f\u88ab\u63a9\u76d6\u7684\u95ee\u9898\u5f00\u59cb\u663e\u73b0\uff1a\u771f\u5b9e\u533b\u7597\u5b9e\u8df5\u5e76\u975e\u57fa\u4e8e\u5b8c\u6574\u4fe1\u606f\u7ed9\u51fa\u8bca\u65ad\uff0c\u800c\u662f\u4e00\u79cd\u5728\u9ad8\u5ea6\u4e0d\u786e\u5b9a\u6761\u4ef6\u4e0b\uff0c\u901a\u8fc7\u8fde\u7eed\u63d0\u95ee\u3001\u98ce\u9669\u8bc6\u522b\u4e0e\u4fe1\u606f\u6574\u5408\u6765\u9010\u6b65\u903c\u8fd1\u51b3\u7b56\u7684\u52a8\u6001\u8fc7\u7a0b\u3002<\/p>\n<p>\u6a21\u578b\u5728\u9759\u6001\u8bc4\u6d4b\u4e2d\u5c55\u73b0\u51fa\u7684\u77e5\u8bc6\u4f18\u52bf\uff0c\u5e76\u672a\u81ea\u7136\u8f6c\u5316\u4e3a\u5bf9\u771f\u5b9e\u95ee\u8bca\u573a\u666f\u7684\u53ef\u9760\u652f\u6301\uff0c\u53cd\u800c\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u66b4\u9732\u51fa\u63d0\u95ee\u7b56\u7565\u50f5\u5316\u3001\u5bf9\u9ad8\u98ce\u9669\u4fe1\u53f7\u53cd\u5e94\u8fdf\u949d\u3001\u8fc7\u65e9\u5f62\u6210\u7ed3\u8bba\u4ee5\u53ca\u7f3a\u4e4f\u57fa\u672c\u6c9f\u901a\u4e0e\u5171\u60c5\u80fd\u529b\u7b49\u7f3a\u9677\u3002<\/p>\n<p>\u8fd9\u79cd\u201c\u9ad8\u5206\u901a\u8fc7\u8003\u8bd5\uff0c\u5374\u96be\u4ee5\u80dc\u4efb\u4e34\u5e8a\u95ee\u8bca\u201d\u7684\u65ad\u5c42\uff0c\u9010\u6e10\u6210\u4e3a\u533b\u7597 AI \u9886\u57df\u7684\u6838\u5fc3\u74f6\u9888\uff0c\u4e5f\u8feb\u4f7f\u7814\u7a76\u8005\u91cd\u65b0\u601d\u8003\u4e00\u4e2a\u6839\u672c\u6027\u95ee\u9898\uff1a\u533b\u7597\u667a\u80fd\u4f53\u771f\u6b63\u9700\u8981\u88ab\u8bad\u7ec3\u548c\u8bc4\u4f30\u7684\uff0c\u7a76\u7adf\u662f\u4ec0\u4e48\u80fd\u529b\u3002<\/p>\n<p>\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u6e05\u534e\u5927\u5b66\u5218\u6d0b\u56e2\u961f\u63d0\u51fa\u4e86\u9898\u4e3a\u300aDOCTOR-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning\u300b\u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u8bd5\u56fe\u4ece\u95ee\u9898\u5efa\u6a21\u548c\u8bad\u7ec3\u8303\u5f0f\u5c42\u9762\u6253\u7834\u4ee5\u9759\u6001\u77e5\u8bc6\u8bc4\u6d4b\u4e3a\u4e2d\u5fc3\u7684\u65e2\u6709\u8def\u5f84\u3002<\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u4e0d\u518d\u5c06\u6a21\u578b\u80fd\u529b\u7b80\u5355\u7b49\u540c\u4e8e\u77e5\u8bc6\u8986\u76d6\u5ea6\u6216\u53c2\u6570\u89c4\u6a21\uff0c\u800c\u662f\u5c06\u4e34\u5e8a\u95ee\u8bca\u672c\u8eab\u89c6\u4e3a\u4e00\u4e2a\u957f\u671f\u3001\u591a\u8f6e\u3001\u90e8\u5206\u53ef\u89c2\u6d4b\u4e14\u9ad8\u5ea6\u98ce\u9669\u654f\u611f\u7684\u51b3\u7b56\u8fc7\u7a0b\uff0c\u91cd\u70b9\u63a2\u7d22\u5982\u4f55\u8ba9\u6a21\u578b\u5b66\u4f1a\u5728\u4fe1\u606f\u4e0d\u5b8c\u6574\u7684\u6761\u4ef6\u4e0b\u63d0\u51fa\u9ad8\u4ef7\u503c\u95ee\u9898\u3001\u52a8\u6001\u8c03\u6574\u8be2\u95ee\u7b56\u7565\uff0c\u5e76\u5728\u6574\u4e2a\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u5b89\u5168\u610f\u8bc6\u4e0e\u6c9f\u901a\u8d28\u91cf\u3002\u4e3a\u533b\u7597\u667a\u80fd\u4f53\u4ece\u5de5\u5177\u578b\u95ee\u7b54\u7cfb\u7edf\u8fc8\u5411\u5177\u5907\u4e34\u5e8a\u63a8\u7406\u4e0e\u4ea4\u4e92\u80fd\u529b\u7684\u51b3\u7b56\u4e3b\u4f53\u63d0\u4f9b\u4e86\u65b0\u7684\u7814\u7a76\u8303\u5f0f\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-a58b91a493ede5209e85682e1fb2a4ae.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-a58b91a493ede5209e85682e1fb2a4ae.png\"><\/a><\/p>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2510.04284<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span 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href=\"https:\/\/17aitech.com\/?p=40842\/#%E4%BB%8E%E6%A8%A1%E6%9D%BF%E5%8C%96%E6%8F%90%E9%97%AE%E5%88%B0%E7%AD%96%E7%95%A5%E6%80%A7%E9%97%AE%E8%AF%8A\" >\u4ece\u6a21\u677f\u5316\u63d0\u95ee\u5230\u7b56\u7565\u6027\u95ee\u8bca<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=40842\/#%E8%AE%A9%E6%A8%A1%E5%9E%8B%E5%9C%A8%E4%B8%8D%E7%A1%AE%E5%AE%9A%E4%B8%AD%E5%AD%A6%E4%BC%9A%E5%86%B3%E7%AD%96\" >\u8ba9\u6a21\u578b\u5728\u4e0d\u786e\u5b9a\u4e2d\u5b66\u4f1a\u51b3\u7b56<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=40842\/#%E7%9C%9F%E5%AE%9E%E4%B8%B4%E5%BA%8A%E8%83%BD%E5%8A%9B%E5%AF%BC%E5%90%91%E7%9A%84%E5%8C%BB%E7%96%97_AI_%E6%96%B9%E6%B3%95%E8%AE%BA%E5%90%AF%E7%A4%BA\" >\u771f\u5b9e\u4e34\u5e8a\u80fd\u529b\u5bfc\u5411\u7684\u533b\u7597 AI \u65b9\u6cd5\u8bba\u542f\u793a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=40842\/#%E6%9E%84%E5%BB%BA_DOCTOR-R1_%E7%9A%84%E4%BA%BA\" >\u6784\u5efa DOCTOR-R1 \u7684\u4eba<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%8E%E6%A8%A1%E6%9D%BF%E5%8C%96%E6%8F%90%E9%97%AE%E5%88%B0%E7%AD%96%E7%95%A5%E6%80%A7%E9%97%AE%E8%AF%8A\"><\/span>\u4ece\u6a21\u677f\u5316\u63d0\u95ee\u5230\u7b56\u7565\u6027\u95ee\u8bca<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8fd9\u9879\u7814\u7a76\u7684\u5b9e\u9a8c\u7ed3\u679c\u672c\u8d28\u4e0a\u56f4\u7ed5\u4e09\u4e2a\u6838\u5fc3\u95ee\u9898\u5c55\u5f00\uff0c\u5373\u73b0\u6709\u6a21\u578b\u5728\u771f\u5b9e\u4e34\u5e8a\u95ee\u8bca\u573a\u666f\u4e2d\u7a76\u7adf\u9762\u4e34\u54ea\u4e9b\u6311\u6218\uff0cDOCTOR-R1 \u5728\u54ea\u4e9b\u5177\u4f53\u80fd\u529b\u5c42\u9762\u5f25\u8865\u4e86\u8fd9\u4e9b\u4e0d\u8db3\uff0c\u4ee5\u53ca\u8fd9\u4e9b\u80fd\u529b\u63d0\u5347\u662f\u5426\u786e\u5b9e\u6e90\u4e8e\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u7684\u65b9\u6cd5\u673a\u5236\u800c\u975e\u5076\u7136\u56e0\u7d20\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u9996\u5148\u901a\u8fc7\u5bf9\u7167\u5b9e\u9a8c\u63ed\u793a\u4e86\u4e00\u4e2a\u5173\u952e\u4e8b\u5b9e\uff1a\u5728\u9759\u6001\u533b\u5b66\u95ee\u7b54\u4efb\u52a1\u4e2d\u8868\u73b0\u4f18\u5f02\u7684\u6a21\u578b\uff0c\u5728\u9700\u8981\u591a\u8f6e\u4ea4\u4e92\u7684\u52a8\u6001\u4e34\u5e8a\u95ee\u8bca\u73af\u5883\u4e2d\u4f1a\u51fa\u73b0\u7cfb\u7edf\u6027\u5931\u6548\u3002<\/p>\n<p>\u8fd9\u79cd\u5931\u6548\u5e76\u975e\u6e90\u4e8e\u533b\u5b66\u77e5\u8bc6\u50a8\u5907\u4e0d\u8db3\uff0c\u800c\u4e3b\u8981\u4f53\u73b0\u5728\u95ee\u8bca\u7b56\u7565\u5c42\u9762\uff0c\u4f8b\u5982\u63d0\u95ee\u987a\u5e8f\u7f3a\u4e4f\u9488\u5bf9\u6027\uff0c\u503e\u5411\u4e8e\u4f7f\u7528\u4fe1\u606f\u589e\u76ca\u8f83\u4f4e\u7684\u6807\u51c6\u5316\u4f53\u68c0\u5f0f\u95ee\u9898\uff1b\u5728\u60a3\u8005\u7ed9\u51fa\u6f5c\u5728\u9ad8\u5371\u4fe1\u53f7\u540e\uff0c\u4ecd\u96be\u4ee5\u53ca\u65f6\u8c03\u6574\u63d0\u95ee\u8def\u5f84\uff0c\u800c\u662f\u6cbf\u7528\u56fa\u5b9a\u6a21\u677f\u7ee7\u7eed\u8be2\u95ee\uff1b\u5728\u5173\u952e\u4fe1\u606f\u5c1a\u672a\u5145\u5206\u6536\u96c6\u7684\u60c5\u51b5\u4e0b\u8fc7\u65e9\u5f62\u6210\u5224\u65ad\uff0c\u751a\u81f3\u7ed9\u51fa\u4e0d\u6070\u5f53\u7684\u5b89\u629a\u6027\u6216\u9519\u8bef\u5efa\u8bae\uff1b\u4ee5\u53ca\u6574\u4f53\u6c9f\u901a\u65b9\u5f0f\u4e0e\u771f\u5b9e\u533b\u7597\u573a\u666f\u4e0d\u5339\u914d\uff0c\u8868\u73b0\u4e3a\u5171\u60c5\u4e0d\u8db3\u3001\u8bed\u6c14\u8fc7\u4e8e\u6b66\u65ad\u6216\u5bf9\u4e0d\u786e\u5b9a\u6027\u5904\u7406\u4e0d\u5f53\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-d3f92081378e585b37ec7c7ae81c4f91.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-d3f92081378e585b37ec7c7ae81c4f91.png\"><\/a><\/p>\n<p>\u7531\u4e8e\u8fd9\u4e9b\u95ee\u9898\u5728 MedQA\u3001MMLU \u7b49\u9759\u6001\u8bc4\u6d4b\u4e2d\u51e0\u4e4e\u4e0d\u4f1a\u66b4\u9732\uff0c\u7814\u7a76\u6307\u51fa\u4f20\u7edf\u8bc4\u6d4b\u65b9\u5f0f\u5bf9\u6a21\u578b\u771f\u5b9e\u4e34\u5e8a\u80fd\u529b\u5b58\u5728\u5931\u771f\u3002\u4e0e\u4e4b\u76f8\u6bd4\uff0cDOCTOR-R1 \u7684\u6027\u80fd\u63d0\u5347\u5e76\u975e\u4f53\u73b0\u5728\u5355\u4e00\u6307\u6807\u4e0a\uff0c\u800c\u662f\u6574\u4f53\u6539\u53d8\u3002DOCTOR-R1\u6a21\u578b\u9664\u4e86\u5728\u4e0a\u8ff0\u4f20\u7edf\u6d4b\u8bd5\u7684\u8868\u73b0\u4f18\u4e8e\u5df2\u6709\u6a21\u578b\uff0c\u5728 MAQuE\u7b49\u6a21\u62df\u8bc4\u6d4b\u6570\u636e\u96c6\u4e0a\uff0c\u5176\u6700\u7ec8\u8868\u73b0\u4e5f\u4f18\u4e8e GPT-4.1 \u7b49\u6a21\u578b\u3002<\/p>\n<p>\u8fd9\u4e00\u70b9\u5728\u5bf9\u8bdd\u8f6e\u6b21\u4e0e\u51c6\u786e\u7387\u5173\u7cfb\u7684\u5206\u6790\u4e2d\u4e5f\u5f97\u4ee5\u4f53\u73b0\uff0cDOCTOR-R1 \u4ece\u9996\u8f6e\u5bf9\u8bdd\u5f00\u59cb\u5373\u5360\u636e\u4f18\u52bf\uff0c\u5e76\u4e14\u968f\u7740\u5bf9\u8bdd\u63a8\u8fdb\u6301\u7eed\u6269\u5927\u9886\u5148\u5e45\u5ea6\uff0c\u4f53\u73b0\u51fa\u4e00\u79cd\u8d8a\u95ee\u8d8a\u51c6\u7684\u7b56\u7565\u7279\u5f81\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-4a473963e0f000f2dbfff8fc2122dd8d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-4a473963e0f000f2dbfff8fc2122dd8d.png\"><\/a><\/p>\n<p>\u540c\u65f6\uff0c\u5728 HealthBench \u7684\u6c9f\u901a\u8d28\u91cf\u3001\u4e0a\u4e0b\u6587\u7406\u89e3\u548c\u56de\u7b54\u5b8c\u6574\u6027\u7b49\u6307\u6807\u4e0a\uff0cDOCTOR-R1 \u7684\u63d0\u5347\u5e45\u5ea6\u660e\u663e\u9ad8\u4e8e\u51c6\u786e\u7387\u672c\u8eab\uff0c\u8868\u660e\u826f\u597d\u7684\u6c9f\u901a\u4e0e\u5171\u60c5\u80fd\u529b\u5e76\u975e\u9644\u5e26\u6536\u76ca\uff0c\u800c\u662f\u5176\u95ee\u8bca\u7b56\u7565\u7684\u5185\u5728\u7ec4\u6210\u90e8\u5206\uff0c\u5373\u5171\u60c5\u672c\u8eab\u6709\u52a9\u4e8e\u63d0\u9ad8\u4fe1\u606f\u83b7\u53d6\u6548\u7387\u3002<\/p>\n<p>\u8fdb\u4e00\u6b65\u7684\u6d88\u878d\u5b9e\u9a8c\u9a8c\u8bc1\u4e86\u8fd9\u4e00\u7ed3\u8bba\u3002\u7814\u7a76\u56e2\u961f\u53d1\u73b0\uff0c\u5728\u79fb\u9664\u8fc7\u7a0b\u5956\u52b1\u3001\u4ec5\u4fdd\u7559\u6700\u7ec8\u8bca\u65ad\u5956\u52b1\u7684\u60c5\u51b5\u4e0b\uff0c\u6a21\u578b\u867d\u7136\u4ecd\u80fd\u5b66\u4e60\u5230\u6b63\u786e\u7684\u8bca\u65ad\u7ed3\u679c\uff0c\u4f46\u4e2d\u95f4\u95ee\u8bca\u8fc7\u7a0b\u660e\u663e\u9000\u5316\u4e3a\u6a21\u677f\u5316\u548c\u4f4e\u98ce\u9669\u504f\u597d\u6a21\u5f0f\uff0c\u5728\u9ad8\u98ce\u9669\u573a\u666f\u4e2d\u66f4\u5bb9\u6613\u4ea7\u751f\u5b89\u5168\u6027\u4e0d\u8db3\u7684\u56de\u7b54\uff0c\u8bf4\u660e\u5982\u679c\u4e0d\u5bf9\u63d0\u95ee\u8fc7\u7a0b\u672c\u8eab\u8fdb\u884c\u663e\u5f0f\u5956\u52b1\uff0c\u6a21\u578b\u4f1a\u503e\u5411\u4e8e\u5ffd\u7565\u5982\u4f55\u63d0\u95ee\u8fd9\u4e00\u5173\u952e\u80fd\u529b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-b1a0141a5651fd67b74dafa6dce66670.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-b1a0141a5651fd67b74dafa6dce66670.png\"><\/a><\/p>\n<p>\u800c\u5f53\u7ecf\u9a8c\u5e93\u673a\u5236\u88ab\u79fb\u9664\u65f6\uff0c\u6a21\u578b\u5728\u65b0\u573a\u666f\u4e2d\u7684\u9002\u5e94\u80fd\u529b\u663e\u8457\u4e0b\u964d\uff0c\u5728\u76f8\u4f3c\u75c5\u4f8b\u4e0a\u7684\u8868\u73b0\u4e5f\u66f4\u52a0\u4e0d\u7a33\u5b9a\uff0c\u5bf9\u8bdd\u7b56\u7565\u6ce2\u52a8\u660e\u663e\u589e\u5927\uff0c\u8fd9\u8868\u660e\u4ec5\u4f9d\u8d56 on-policy \u5f3a\u5316\u5b66\u4e60\u4e0d\u8db3\u4ee5\u6a21\u62df\u771f\u5b9e\u533b\u751f\u901a\u8fc7\u957f\u671f\u7ecf\u9a8c\u79ef\u7d2f\u5f62\u6210\u7684\u7a33\u5b9a\u95ee\u8bca\u7b56\u7565\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u8fd9\u4e9b\u5b9e\u9a8c\u7ed3\u679c\u5e76\u975e\u5bf9\u6574\u4f53\u6027\u80fd\u7684\u7b80\u5355\u8865\u5145\uff0c\u800c\u662f\u4ece\u591a\u4e2a\u89d2\u5ea6\u76f4\u63a5\u652f\u6491\u4e86\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u7684\u6838\u5fc3\u673a\u5236\u8bbe\u8ba1\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-e681d52aaf7dcccb1853937ebca778a1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-e681d52aaf7dcccb1853937ebca778a1.png\"><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E8%AE%A9%E6%A8%A1%E5%9E%8B%E5%9C%A8%E4%B8%8D%E7%A1%AE%E5%AE%9A%E4%B8%AD%E5%AD%A6%E4%BC%9A%E5%86%B3%E7%AD%96\"><\/span>\u8ba9\u6a21\u578b\u5728\u4e0d\u786e\u5b9a\u4e2d\u5b66\u4f1a\u51b3\u7b56<span 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style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/p>\n<p>\u4e3a\u6b64\uff0c\u7814\u7a76\u4eba\u5458\u4f7f\u7528\u5927\u8bed\u8a00\u6a21\u578b\u626e\u6f14\u60a3\u8005\u667a\u80fd\u4f53\uff0c\u56e0\u6b64\u5373\u4fbf\u5728\u76f8\u540c\u75be\u75c5\u80cc\u666f\u4e0b\uff0c\u60a3\u8005\u7684\u8868\u8ff0\u65b9\u5f0f\u3001\u56de\u7b54\u987a\u5e8f\u4ee5\u53ca\u98ce\u9669\u4fe1\u53f7\u7684\u66b4\u9732\u65f6\u673a\u90fd\u5177\u6709\u9ad8\u5ea6\u591a\u6837\u6027\uff0c\u4ece\u800c\u8ba9\u533b\u751f\u667a\u80fd\u4f53\u771f\u6b63\u5b66\u4e60\u7a33\u5b9a\u6709\u6548\u7684\u95ee\u8bca\u7b56\u7565\uff0c\u800c\u975e\u8bb0\u5fc6\u56fa\u5b9a\u5957\u8def\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-cc33c4244a10298542de31b3911fba96.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-cc33c4244a10298542de31b3911fba96.png\"><\/a><\/p>\n<p>\u5728\u5956\u52b1\u8bbe\u8ba1\u65b9\u9762\uff0c\u7814\u7a76\u63d0\u51fa\u7684\u53cc\u5c42\u5956\u52b1\u673a\u5236\u65e8\u5728\u89e3\u51b3\u957f\u671f\u5b58\u5728\u7684\u4e24\u4e2a\u5173\u952e\u96be\u9898\u3002\u4e00\u65b9\u9762\uff0c\u5982\u679c\u4ec5\u4f9d\u636e\u6700\u7ec8\u8bca\u65ad\u7ed3\u679c\u7ed9\u4e88\u5956\u52b1\uff0c\u6a21\u578b\u5f80\u5f80\u4f1a\u503e\u5411\u4e8e\u8fc7\u65e9\u731c\u6d4b\u5e76\u63d0\u524d\u7ed3\u675f\u5bf9\u8bdd\uff0c\u5bfc\u81f4\u4e2d\u95f4\u95ee\u8bca\u8fc7\u7a0b\u4e0d\u53ef\u63a7\uff0c\u9ad8\u98ce\u9669\u9519\u8bef\u4e5f\u96be\u4ee5\u53ca\u65f6\u88ab\u60e9\u7f5a\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u533b\u7597\u51b3\u7b56\u4e2d\u666e\u904d\u5b58\u5728\u5426\u51b3\u578b\u9519\u8bef\uff0c\u5373\u4e00\u6b21\u5371\u9669\u5efa\u8bae\u6216\u4e25\u91cd\u8bef\u5224\u65e0\u6cd5\u88ab\u591a\u6b21\u793c\u8c8c\u6216\u5408\u7406\u8868\u8fbe\u6240\u62b5\u6d88\u3002<\/p>\n<p>\u4e0d\u540c\u4e8e\u4f20\u7edf\u7684\u6743\u91cd\u5e73\u5747\u5f97\u5206\uff0c\u7814\u7a76\u56e2\u961f\u5f15\u5165\u4e86\u5206\u5c42\u60e9\u7f5a\u673a\u5236\uff0c\u5c06\u5b89\u5168\u6027\u3001\u63a8\u7406\u5408\u7406\u6027\u548c\u533b\u5b66\u51c6\u786e\u6027\u7f6e\u4e8e\u6700\u9ad8\u4f18\u5148\u7ea7\uff0c\u4e00\u65e6\u89e6\u53d1\u5e95\u7ebf\u9519\u8bef\u5373\u76f4\u63a5\u7ed9\u4e88\u5f3a\u8d1f\u5956\u52b1\u3002\u8fd9\u79cd\u5728\u5f3a\u5316\u5b66\u4e60\u4e2d\u76f8\u5bf9\u6fc0\u8fdb\u7684\u8bbe\u8ba1\u867d\u7136\u7ea6\u675f\u4e25\u683c\uff0c\u4f46\u80fd\u8ba9\u6a21\u578b\u5b88\u4f4f\u4e34\u5e8a\u5b89\u5168\u7684\u5e95\u7ebf\uff0c\u4e14\u66f4\u8d34\u8fd1\u771f\u5b9e\u533b\u7597\u573a\u666f\u7684\u98ce\u9669\u8981\u6c42\u3002\u96f7\u5cf0\u7f51<\/p>\n<p>\u6700\u540e\uff0c\u5728\u7ecf\u9a8c\u5229\u7528\u673a\u5236\u4e0a\uff0c\u8be5\u7814\u7a76\u5e76\u672a\u5c06\u7ecf\u9a8c\u5e93\u89c6\u4e3a\u666e\u901a\u7684\u8bb0\u5fc6\u6a21\u5757\uff0c\u800c\u662f\u5c06\u5176\u5b9a\u4f4d\u4e3a\u7ecf\u8fc7\u7b5b\u9009\u7684\u201c\u9ad8\u8d28\u91cf\u533b\u751f\u7ecf\u9a8c\u201d\u3002\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u4ec5\u5b58\u50a8\u9ad8\u5956\u52b1\u8f68\u8ff9\u3001\u5728\u68c0\u7d22\u65f6\u540c\u65f6\u8003\u8651\u8bed\u4e49\u76f8\u4f3c\u5ea6\u4e0e\u5386\u53f2\u5956\u52b1\uff0c\u5e76\u5f15\u5165\u65b0\u9896\u6027\u7ea6\u675f\u4ee5\u907f\u514d\u6a21\u578b\u53cd\u590d\u4f9d\u8d56\u540c\u4e00\u95ee\u8bca\u5957\u8def\uff0c\u4f7f\u6a21\u578b\u5728\u9762\u5bf9\u65b0\u60a3\u8005\u65f6\u66f4\u63a5\u8fd1\u4e00\u540d\u79ef\u7d2f\u4e86\u5927\u91cf\u4e34\u5e8a\u7ecf\u9a8c\u7684\u533b\u751f\uff0c\u800c\u975e\u7b80\u5355\u4f9d\u8d56\u7b54\u6848\u8bb0\u5fc6\u7684\u5b66\u751f\u3002<\/p>\n<p 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class=\"ez-toc-section\" id=\"%E6%9E%84%E5%BB%BA_DOCTOR-R1_%E7%9A%84%E4%BA%BA\"><\/span>\u6784\u5efa DOCTOR-R1 \u7684\u4eba<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8bba\u6587\u7b2c\u4e00\u4f5c\u8005\u4e3a\u9ece\u96cd\u5349\uff0c\u6e05\u534e\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u7cfb\u7855\u58eb\u7814\u7a76\u751f\uff0c\u5bfc\u5e08\u4e3a\u5218\u6d0b\u6559\u6388\u3002\u5979\u7684\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u667a\u6167\u533b\u7597\u4e0e\u5927\u6a21\u578b\u667a\u80fd\u4f53\uff0c\u7279\u522b\u662f\u5728\u533b\u7597\u6a21\u578b\u7684\u4ea4\u4e92\u3001\u8fdb\u5316\u3001\u63a8\u7406\u7b49\u65b9\u9762\u7684\u80fd\u529b\u4f18\u5316\u3002\u5979\u5df2\u53d1\u8868\u4e86ICLR\u7b49\u591a\u7bc7\u6210\u679c\uff0c\u66fe\u83b7\u4e2d\u56fd\u653f\u5e9c\u5956\u5b66\u91d1\u3001\u5317\u4eac\u5e02\u653f\u5e9c\u5956\u5b66\u91d1\u3001\u6e05\u534e\u8ba1\u7b97\u673a\u7cfb 84 \u521b\u65b0\u672a\u6765\u5956\u5b66\u91d1\u7b49\u591a\u9879\u8363\u8a89\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-7c6ee1eeef71dd948feffe209508794c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-7c6ee1eeef71dd948feffe209508794c.png\"><\/a><\/p>\n<p>\u8bba\u6587\u7684\u5171\u540c\u901a\u8baf\u4f5c\u8005\u4e4b\u4e00\u662f\u9a6c\u4e3a\u4e4b\uff0c\u4ed6\u662f\u6e05\u534e\u5927\u5b66\u667a\u80fd\u4ea7\u4e1a\u7814\u7a76\u9662\u526f\u7814\u7a76\u5458\uff0c\u4e3b\u8981\u4ece\u4e8b\u667a\u80fd\u4fe1\u606f\u83b7\u53d6\u4e0e\u667a\u6167\u533b\u7597\u7684\u7814\u7a76\u5de5\u4f5c\u3002\u4ed6\u5728 SIGIR\u3001ICLR \u7b49\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u4ee5\u53ca Nature Medicine \u7b49\u6743\u5a01\u671f\u520a\u4e0a\u53d1\u8868\u4e86100\u4f59\u7bc7\u8bba\u6587\uff0c\u66fe\u83b7\u5f97SIGIR\u3001EMNLP\u7b49\u4f1a\u8bae\u7684\u8bba\u6587\u5956\u9879\uff0c\u5165\u9009\u4e2d\u56fd\u79d1\u534f\u9752\u5e74\u4eba\u624d\u6258\u4e3e\u5de5\u7a0b\u3001\u5317\u4eac\u5e02\u79d1\u6280\u65b0\u661f\u3002\u76ee\u524d\u62c5\u4efb ACM TOIS \u526f\u4e3b\u7f16\u53ca\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u9752\u5de5\u59d4\u79d8\u4e66\u957f\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-6faba5a5d02fe2b1d6fd0771d30ed446.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-6faba5a5d02fe2b1d6fd0771d30ed446.png\"><\/a><\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/air.tsinghua.edu.cn\/info\/1046\/1196.htm<\/p>\n<p>\u8bba\u6587\u7684\u53e6\u4e00\u4f4d\u5171\u540c\u901a\u8baf\u4f5c\u8005\u662f\u5218\u6d0b\uff0c\u4ed6\u662f\u6e05\u534e\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u7cfb\u4e07\u56fd\u6570\u636e\u6559\u6388\u3001\u667a\u80fd\u4ea7\u4e1a\u7814\u7a76\u9662\u9662\u957f\u3001\u4eba\u5de5\u667a\u80fd\u533b\u9662\u8054\u5e2d\u6267\u884c\u9662\u957f\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u667a\u6167\u533b\u7597\u548c\u79d1\u5b66\u667a\u80fd\u3002<\/p>\n<p>\u5218\u6d0b\u6559\u6388\u627f\u62c5\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u59d4\u6770\u51fa\u9752\u5e74\u9879\u76ee\u3001\u79d1\u6280\u521b\u65b02030\u201c\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u201d\u91cd\u5927\u9879\u76ee\u7b49\u91cd\u8981\u79d1\u7814\u9879\u76ee\uff0c\u83b7\u5f97\u56fd\u5bb6\u79d1\u6280\u8fdb\u6b65\u4e8c\u7b49\u59561\u9879\u3001\u7701\u90e8\u7ea7\u4e0e\u4e00\u7ea7\u5b66\u4f1a\u79d1\u6280\u5956\u52b15\u9879\u3001\u91cd\u8981\u56fd\u9645\u4f1a\u8bae\u4f18\u79c0\u8bba\u6587\u59564\u9879\u3002\u4e3b\u8981\u5b66\u672f\u517c\u804c\u5305\u62ec\u4e2d\u56fd\u4eba\u5de5\u667a\u80fd\u5b66\u4f1a\u7ec4\u7ec7\u5de5\u4f5c\u59d4\u5458\u4f1a\u4e3b\u4efb\u3001\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u8ba1\u7b97\u8bed\u8a00\u5b66\u4e13\u4e1a\u59d4\u5458\u4f1a\u4e3b\u4efb\u7b49\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-01f8343fa09844a61181b74d5665ad75.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/frc-01f8343fa09844a61181b74d5665ad75.png\"><\/a><\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/nlp.csai.tsinghua.edu.cn\/~ly<\/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\/2026\/02\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/02\/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\/sZPwXzUOWftMoAQk.html\" target=\"_blank\">\u6e05\u534e\u5218\u6d0b\u56e2\u961f\u8bba\u6587\uff1a\u63ed\u793a\u4e3a\u4f55 70B \u7684\u533b\u7597\u6a21\u578b\uff0c\u53cd\u800c\u4e0d\u5982 8B \u4f1a\u95ee\u8bca\u4e28ILCR 2026<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u533b\u7597\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u5386\u7a0b\u4e2d\uff0c\u80fd\u529b\u8bc4\u4f30\u65b9\u5f0f [&hellip;]<\/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 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[70,68,67],"class_list":["post-40842","post","type-post","status-publish","format-standard","hentry","category-news","tag-agent","tag-68","tag-67"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6e05\u534e\u5218\u6d0b\u56e2\u961f\u8bba\u6587\uff1a\u63ed\u793a\u4e3a\u4f55 70B \u7684\u533b\u7597\u6a21\u578b\uff0c\u53cd\u800c\u4e0d\u5982 8B \u4f1a\u95ee\u8bca\u4e28ILCR 2026 - \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=40842\" \/>\n<script type=\"application\/ld+json\" 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