{"id":40870,"date":"2026-03-24T22:05:57","date_gmt":"2026-03-24T14:05:57","guid":{"rendered":"https:\/\/17aitech.com\/?p=40870"},"modified":"2026-03-24T22:05:57","modified_gmt":"2026-03-24T14:05:57","slug":"%e8%a5%bf%e4%ba%a4%e5%a4%a7-x-astar-%e8%ae%ba%e6%96%87%ef%bc%9a%e8%ae%a9-ai-%e5%ad%a6%e4%bc%9a%e3%80%8c%e4%bf%9d%e6%8c%81%e4%b8%80%e8%87%b4%e3%80%8d%ef%bc%8c%e5%a4%9a%e5%9b%be%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40870","title":{"rendered":"\u897f\u4ea4\u5927 x A*STAR \u8bba\u6587\uff1a\u8ba9 AI \u5b66\u4f1a\u300c\u4fdd\u6301\u4e00\u81f4\u300d\uff0c\u591a\u56fe\u751f\u6210\u8fce\u6765\u5173\u952e\u7a81\u7834\u4e28CVPR 2026"},"content":{"rendered":"<p>\u5f88\u591a\u4eba\u90fd\u6709\u8fd9\u6837\u7684\u4f53\u9a8c\uff1a\u8ba9 AI \u753b\u4e00\u4e2a\u89d2\u8272\uff0c\u7b2c\u4e00\u5f20\u5f88\u597d\u770b\uff0c\u4f46\u7b2c\u4e8c\u5f20\u5f00\u59cb\u6709\u70b9\u4e0d\u4e00\u6837\uff0c\u7b2c\u4e09\u5f20\u57fa\u672c\u5c31\u50cf\u6362\u4e86\u4e2a\u4eba\u3002\u4f60\u8ba9\u5b83\u505a\u4e00\u5957\u6d77\u62a5\uff0c\u5355\u5f20\u90fd\u4e0d\u9519\uff0c\u4f46\u653e\u5728\u4e00\u8d77\u98ce\u683c\u5374\u5b8c\u5168\u4e0d\u7edf\u4e00\uff0c\u518d\u6216\u8005\u4f60\u8ba9\u5b83\u753b\u4e00\u4e2a\u6545\u4e8b\u5206\u955c\uff0c\u4eba\u7269\u5f62\u8c61\u4f1a\u4e00\u4f1a\u80d6\u4e00\u4f1a\u7626\uff0c\u751a\u81f3\u8fde\u8138\u90fd\u5bf9\u4e0d\u4e0a\uff0c\u4f60\u53ea\u662f\u6539\u4e00\u4e0b\u8863\u670d\u989c\u8272\uff0c\u5b83\u5374\u987a\u624b\u628a\u8138\u4e5f\u6539\u4e86\u3002<\/p>\n<p>\u8fd9\u4e9b\u770b\u8d77\u6765\u50cf\u5c0f\u95ee\u9898\uff0c\u4f46\u5728\u771f\u5b9e\u5e94\u7528\u4e2d\u5374\u662f\u81f4\u547d\u7684\u3002\u5728 IP \u8bbe\u8ba1\u3001\u54c1\u724c\u89c6\u89c9\u3001\u5185\u5bb9\u751f\u4ea7\u751a\u81f3\u5de5\u4e1a\u548c\u533b\u7597\u573a\u666f\u4e2d\uff0c\u8981\u6c42\u7684\u4ece\u6765\u4e0d\u662f\u67d0\u4e00\u5f20\u56fe\u597d\u770b\uff0c\u800c\u662f\u4e00\u6574\u7ec4\u90fd\u8981\u4e00\u81f4\u3002<\/p>\n<p>\u95ee\u9898\u7684\u5173\u952e\u5728\u4e8e\uff0c\u5f53\u524d\u56fe\u50cf2\u751f\u6210\u6a21\u578b\u867d\u7136\u5df2\u7ecf\u4ece\u201c\u80fd\u7528\u201d\u8d70\u5411\u201c\u9ad8\u8d28\u91cf\u201d\uff0c\u4f46\u80fd\u529b\u4ecd\u505c\u7559\u5728\u5355\u6b21\u751f\u6210\u4f18\u5316\uff0c\u4e5f\u5c31\u662f\u201c\u5355\u6837\u672c\u6700\u4f18\u201d\u3002\u5b83\u64c5\u957f\u628a\u4e00\u5f20\u56fe\u753b\u597d\uff0c\u5374\u4e0d\u77e5\u9053\u54ea\u4e9b\u4e1c\u897f\u5fc5\u987b\u5728\u591a\u5f20\u56fe\u4e4b\u95f4\u4fdd\u6301\u4e0d\u53d8\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u6a21\u578b\u7f3a\u5c11\u7684\u4e0d\u662f\u751f\u6210\u80fd\u529b\uff0c\u800c\u662f\u4e00\u79cd\u5bf9\u8de8\u56fe\u5173\u7cfb\u7684\u7a33\u5b9a\u5efa\u6a21\u80fd\u529b\uff0c\u800c\u8fd9\u4e00\u80fd\u529b\uff0c\u6b63\u662f\u751f\u6210\u6a21\u578b\u8d70\u5411\u89c4\u6a21\u5316\u5e94\u7528\u7684\u5173\u952e\u74f6\u9888\u3002<\/p>\n<p>\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u6765\u81ea\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u4e0e\u65b0\u52a0\u5761 A*STAR \u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u8bba\u6587\u300aPaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling \u300b\uff0c\u4ece\u5efa\u6a21\u8303\u5f0f\u5c42\u9762\u5bf9\u8fd9\u4e00\u95ee\u9898\u8fdb\u884c\u91cd\u6784\u3002<\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u6ca1\u6709\u6cbf\u7528\u4f20\u7edf\u7684\u5355\u56fe\u6253\u5206\u6216\u56fe\u6587\u5bf9\u9f50\u601d\u8def\uff0c\u800c\u662f\u5c06\u4e00\u81f4\u6027\u95ee\u9898\u8f6c\u5316\u4e3a\u201c\u8de8\u56fe\u6bd4\u8f83\u201d\u7684\u5b66\u4e60\u95ee\u9898\uff0c\u901a\u8fc7\u6784\u5efa\u6210\u5bf9\u6bd4\u8f83\u7684\u5956\u52b1\u6a21\u578b\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u5b66\u4e60\u4eba\u7c7b\u5728\u5224\u65ad\u4e00\u81f4\u6027\u65f6\u6240\u4f9d\u8d56\u7684\u76f8\u5bf9\u5173\u7cfb\u4e0e\u591a\u7ef4\u6807\u51c6\uff0c\u5e76\u8fdb\u4e00\u6b65\u7ed3\u5408\u5f3a\u5316\u5b66\u4e60\uff0c\u5c06\u8fd9\u79cd\u5224\u65ad\u80fd\u529b\u53cd\u5411\u4f5c\u7528\u4e8e\u751f\u6210\u8fc7\u7a0b\u4e4b\u4e2d\uff0c\u4ece\u800c\u5b9e\u73b0\u4ece\u201c\u4f1a\u5224\u65ad\u201d\u5230\u201c\u4f1a\u751f\u6210\u201d\u7684\u80fd\u529b\u95ed\u73af\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-104b95535dbcd637be851be50d87538c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-104b95535dbcd637be851be50d87538c.png\"><\/a><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2512.04784<\/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 class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=40870\/#%E4%BB%8E%E3%80%8C%E4%B8%8D%E4%BC%9A%E5%88%A4%E6%96%AD%E3%80%8D%E5%88%B0%E3%80%8C_%E7%A8%B3%E5%AE%9A%E7%94%9F%E6%88%90%E3%80%8D\" >\u4ece\u300c\u4e0d\u4f1a\u5224\u65ad\u300d\u5230\u300c \u7a33\u5b9a\u751f\u6210\u300d<\/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=40870\/#%E4%BB%8E%E5%8F%AF%E8%A7%A3%E9%87%8A%E5%88%A4%E6%96%AD%EF%BC%8C%E5%88%B0%E5%8F%AF%E6%8E%A7%E7%94%9F%E6%88%90\" >\u4ece\u53ef\u89e3\u91ca\u5224\u65ad\uff0c\u5230\u53ef\u63a7\u751f\u6210<\/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=40870\/#%E4%BB%8E%E5%8D%95%E7%82%B9%E7%94%9F%E6%88%90%E5%88%B0%E5%85%B3%E7%B3%BB%E5%BB%BA%E6%A8%A1%E7%9A%84%E8%8C%83%E5%BC%8F%E5%8F%98%E5%8C%96\" >\u4ece\u5355\u70b9\u751f\u6210\u5230\u5173\u7cfb\u5efa\u6a21\u7684\u8303\u5f0f\u53d8\u5316<\/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=40870\/#%E6%9E%84%E5%BB%BA_PaCo-RL_%E7%9A%84%E4%BA%BA\" >\u6784\u5efa PaCo-RL \u7684\u4eba<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%8E%E3%80%8C%E4%B8%8D%E4%BC%9A%E5%88%A4%E6%96%AD%E3%80%8D%E5%88%B0%E3%80%8C_%E7%A8%B3%E5%AE%9A%E7%94%9F%E6%88%90%E3%80%8D\"><\/span>\u4ece\u300c\u4e0d\u4f1a\u5224\u65ad\u300d\u5230\u300c \u7a33\u5b9a\u751f\u6210\u300d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6574\u4f53\u6765\u770b\uff0c\u5b9e\u9a8c\u7ed3\u679c\u53ef\u4ee5\u5f52\u7eb3\u4e3a\u4e00\u6761\u5b8c\u6574\u4e14\u6709\u6570\u636e\u652f\u6491\u7684\u903b\u8f91\u94fe\u3002<\/p>\n<p>\u9996\u5148\uff0c\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u5bf9\u6bd4\u5b9e\u9a8c\u53d1\u73b0\uff0c\u73b0\u6709\u6a21\u578b\u5e76\u4e0d\u5177\u5907\u771f\u6b63\u7684\u56fe\u50cf\u4e00\u81f4\u6027\u7406\u89e3\u80fd\u529b\u3002\u5728 ConsistencyRank \u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u5927\u6a21\u578b Qwen2.5-VL-7B \u7684\u51c6\u786e\u7387\u4ec5\u4e3a 0.344\uff0c\u800c\u4f20\u7edf\u65b9\u6cd5 CLIP-I \u548c DreamSim \u5206\u522b\u8fbe\u5230 0.394 \u548c 0.403\uff0c\u53cd\u800c\u8868\u73b0\u66f4\u597d\uff0c\u540c\u65f6\u5728\u6392\u5e8f\u76f8\u5173\u6027\u6307\u6807\u4e0a\u4e5f\u660e\u663e\u9886\u5148\u3002<\/p>\n<p>\u8fd9\u8bf4\u660e\u901a\u7528\u5927\u6a21\u578b\u867d\u7136\u5177\u5907\u8f83\u5f3a\u7684\u56fe\u6587\u7406\u89e3\u80fd\u529b\uff0c\u4f46\u5728\u9700\u8981\u8de8\u56fe\u6bd4\u8f83\u5e76\u7efc\u5408\u8eab\u4efd\u3001\u98ce\u683c\u548c\u903b\u8f91\u7b49\u591a\u7ef4\u56e0\u7d20\u7684\u4e00\u81f4\u6027\u5224\u65ad\u4efb\u52a1\u4e2d\u5b58\u5728\u660e\u663e\u4e0d\u8db3\uff0c\u56e0\u6b64\u4e00\u81f4\u6027\u5c5e\u4e8e\u4e00\u79cd\u65e0\u6cd5\u901a\u8fc7\u901a\u7528\u80fd\u529b\u76f4\u63a5\u83b7\u5f97\u7684\u4e13\u95e8\u80fd\u529b\u3002<\/p>\n<p>\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u7814\u7a76\u56e2\u961f\u8bad\u7ec3\u4e86 PaCo-Reward \u6a21\u578b\uff0c\u5e76\u5728\u540c\u4e00\u57fa\u51c6\u4e0a\u6d4b\u8bd5\uff0c\u7ed3\u679c\u663e\u793a\u51c6\u786e\u7387\u63d0\u5347\u81f3 0.449\uff0c\u76f8\u6bd4\u539f\u6a21\u578b\u63d0\u5347\u8d85\u8fc7 10%\uff0c\u540c\u65f6\u5728 Spearman \u76f8\u5173\u7cfb\u6570\u4e0a\u4e5f\u8fbe\u5230 0.288\uff0c\u663e\u8457\u4f18\u4e8e\u6240\u6709\u5bf9\u6bd4\u65b9\u6cd5\uff0c\u8bf4\u660e\u8fd9\u4e00\u6a21\u578b\u5728\u6392\u5e8f\u80fd\u529b\u4e0a\u66f4\u63a5\u8fd1\u4eba\u7c7b\u5224\u65ad\u6807\u51c6\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-4122b0907e89cdc46870b8d669ce301e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-4122b0907e89cdc46870b8d669ce301e.png\"><\/a><\/p>\n<p>\u8fdb\u4e00\u6b65\u5730\uff0c\u5728 EditReward-Bench \u6d4b\u8bd5\u4e2d\uff0cPaCo-Reward \u5728\u4e00\u81f4\u6027\u6307\u6807\u4e0a\u8fbe\u5230 0.709\uff0c\u5728\u6574\u4f53\u6307\u6807\u4e0a\u8fbe\u5230 0.751\uff0c\u4e0d\u4ec5\u8d85\u8fc7\u6240\u6709\u5f00\u6e90\u65b9\u6cd5\uff0c\u800c\u4e14\u63a5\u8fd1 GPT-5 \u7684\u8868\u73b0\uff0c\u8bf4\u660e\u6a21\u578b\u5177\u5907\u826f\u597d\u7684\u8de8\u4efb\u52a1\u6cdb\u5316\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u8bb0\u5fc6\u8bad\u7ec3\u6570\u636e\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u7814\u7a76\u4eba\u5458\u5c06\u8fd9\u4e00\u5956\u52b1\u6a21\u578b\u5f15\u5165\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\uff0c\u5728\u751f\u6210\u4efb\u52a1\u4e2d\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u6027\u80fd\u63d0\u5347\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-1af2a0b24833ea3aeaed9c0afba18a8d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-1af2a0b24833ea3aeaed9c0afba18a8d.png\"><\/a><\/p>\n<p>\u5728 Text-to-ImageSet \u4efb\u52a1\u4e2d\uff0c\u4e00\u81f4\u6027\u6307\u6807\u6574\u4f53\u63d0\u5347\u7ea6 10.3% \u5230 11.7%\uff0c\u5728\u8eab\u4efd\u3001\u98ce\u683c\u548c\u903b\u8f91\u7b49\u591a\u4e2a\u7ef4\u5ea6\u5747\u6709\u660e\u663e\u6539\u5584\uff0c\u540c\u65f6\u5728 GEdit-Bench \u56fe\u50cf\u7f16\u8f91\u4efb\u52a1\u4e2d\uff0c\u8bed\u4e49\u4e00\u81f4\u6027\u548c\u63d0\u793a\u8d28\u91cf\u6307\u6807\u5747\u6301\u7eed\u63d0\u5347\uff0c\u4f8b\u5982\u5728 Qwen-Image-Edit \u6a21\u578b\u4e0a\uff0c\u6574\u4f53\u5206\u6570\u4ece 7.307 \u63d0\u5347\u81f3 7.451\uff0c\u5728\u591a\u8bed\u8a00\u8bbe\u7f6e\u4e0b\u4e5f\u8868\u73b0\u51fa\u4e00\u81f4\u7684\u6539\u8fdb\u8d8b\u52bf\uff0c\u8fd9\u8bf4\u660e\u6a21\u578b\u4e0d\u4ec5\u80fd\u591f\u63d0\u5347\u4e00\u81f4\u6027\uff0c\u8fd8\u80fd\u591f\u4fdd\u6301\u751a\u81f3\u63d0\u5347\u751f\u6210\u8d28\u91cf\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-0bf3317646f30b08b4d4d1cead8955eb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-0bf3317646f30b08b4d4d1cead8955eb.png\"><\/a><\/p>\n<p>\u5728\u8bad\u7ec3\u6548\u7387\u65b9\u9762\uff0c\u7814\u7a76\u53d1\u73b0\u91c7\u7528\u4f4e\u5206\u8fa8\u7387\u8bad\u7ec3\u7b56\u7565\u65f6\uff0c512 \u5206\u8fa8\u7387\u8bad\u7ec3\u5927\u7ea6 6 \u5c0f\u65f6\u5373\u53ef\u8fbe\u5230\u4e0e 1024 \u5206\u8fa8\u7387\u7ea6 12 \u5c0f\u65f6\u8bad\u7ec3\u76f8\u5f53\u7684\u6548\u679c\uff0c\u5728\u7ea6 50 \u4e2a\u8bad\u7ec3\u8f6e\u6b21\u540e\u6027\u80fd\u57fa\u672c\u6536\u655b\u4e00\u81f4\uff0c\u663e\u8457\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002<\/p>\n<p>\u5728\u8bad\u7ec3\u7a33\u5b9a\u6027\u65b9\u9762\uff0c\u4f20\u7edf\u591a\u5956\u52b1\u52a0\u6743\u65b9\u6cd5\u4f1a\u5bfc\u81f4\u5956\u52b1\u6bd4\u4f8b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fc5\u901f\u8d85\u8fc7 2.5\uff0c\u4ece\u800c\u51fa\u73b0\u5355\u4e00\u5956\u52b1\u4e3b\u5bfc\u4f18\u5316\u7684\u95ee\u9898\uff0c\u800c\u6539\u8fdb\u65b9\u6cd5\u80fd\u591f\u5c06\u5956\u52b1\u6bd4\u4f8b\u7a33\u5b9a\u63a7\u5236\u5728 1.8 \u4ee5\u5185\uff0c\u4ece\u800c\u907f\u514d\u4f18\u5316\u504f\u79fb\u5e76\u4fdd\u6301\u591a\u76ee\u6807\u5e73\u8861\u3002<\/p>\n<p>\u7efc\u5408\u4ee5\u4e0a\u5b9e\u9a8c\u7ed3\u679c\u53ef\u4ee5\u5f97\u51fa\u7ed3\u8bba\uff0c\u7814\u7a76\u4e0d\u4ec5\u6210\u529f\u8bad\u7ec3\u51fa\u80fd\u591f\u51c6\u786e\u5efa\u6a21\u4eba\u7c7b\u4e00\u81f4\u6027\u5224\u65ad\u7684\u6a21\u578b\uff0c\u800c\u4e14\u80fd\u591f\u5c06\u8fd9\u4e00\u80fd\u529b\u6709\u6548\u7528\u4e8e\u751f\u6210\u6a21\u578b\u4f18\u5316\uff0c\u5e76\u5728\u4fdd\u8bc1\u8bad\u7ec3\u6548\u7387\u548c\u7a33\u5b9a\u6027\u7684\u524d\u63d0\u4e0b\u5b9e\u73b0\u6027\u80fd\u63d0\u5347\uff0c\u4ece\u800c\u5f62\u6210\u4e00\u4e2a\u5b8c\u6574\u4e14\u53ef\u884c\u7684\u6280\u672f\u95ed\u73af\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%8E%E5%8F%AF%E8%A7%A3%E9%87%8A%E5%88%A4%E6%96%AD%EF%BC%8C%E5%88%B0%E5%8F%AF%E6%8E%A7%E7%94%9F%E6%88%90\"><\/span>\u4ece\u53ef\u89e3\u91ca\u5224\u65ad\uff0c\u5230\u53ef\u63a7\u751f\u6210<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6574\u4e2a\u5b9e\u9a8c\u8fc7\u7a0b\u53ef\u4ee5\u6e05\u6670\u5730\u5212\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\u3002\u7b2c\u4e00\u9636\u6bb5\u56f4\u7ed5\u5982\u4f55\u5224\u65ad\u56fe\u50cf\u4e00\u81f4\u6027\u5c55\u5f00\u3002\u7814\u7a76\u56e2\u961f\u9996\u5148\u53d1\u73b0\u7f3a\u4e4f\u53ef\u4ee5\u76f4\u63a5\u7528\u4e8e\u8bad\u7ec3\u4e00\u81f4\u6027\u5224\u65ad\u7684\u6570\u636e\uff0c\u5176\u6839\u672c\u539f\u56e0\u5728\u4e8e\u4e00\u81f4\u6027\u672c\u8eab\u5177\u6709\u8f83\u5f3a\u7684\u4e3b\u89c2\u6027\uff0c\u540c\u65f6\u6d89\u53ca\u8eab\u4efd\u3001\u98ce\u683c\u548c\u903b\u8f91\u7b49\u591a\u7ef4\u5ea6\u56e0\u7d20\uff0c\u5f88\u96be\u901a\u8fc7\u7edf\u4e00\u6807\u51c6\u8fdb\u884c\u6807\u6ce8\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u7814\u7a76\u4eba\u5458\u8bbe\u8ba1\u4e86\u4e00\u5957\u7ed3\u5408\u81ea\u52a8\u751f\u6210\u4e0e\u4eba\u5de5\u6807\u6ce8\u7684\u6570\u636e\u6784\u5efa\u6d41\u7a0b\u3002\u5177\u4f53\u800c\u8a00\uff0c\u9996\u5148\u5229\u7528\u751f\u6210\u6a21\u578b\u6784\u5efa\u6570\u636e\u6e90\uff0c\u901a\u8fc7\u751f\u6210\u7ea6 2000 \u6761\u6587\u672c prompt\uff0c\u5e76\u8fdb\u4e00\u6b65\u7b5b\u9009\u51fa 708 \u6761\u5177\u6709\u4ee3\u8868\u6027\u548c\u591a\u6837\u6027\u7684 prompt\uff0c\u7136\u540e\u57fa\u4e8e\u8fd9\u4e9b prompt \u4f7f\u7528\u56fe\u50cf\u751f\u6210\u6a21\u578b\u751f\u6210\u5177\u6709\u5185\u90e8\u4e00\u81f4\u6027\u7684\u56fe\u50cf\u7f51\u683c\uff0c\u6bcf\u4e2a prompt \u4f1a\u751f\u6210\u591a\u4e2a\u56fe\u50cf\u7f51\u683c\uff0c\u6bcf\u4e2a\u7f51\u683c\u5305\u542b\u591a\u4e2a\u5b50\u56fe\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u8fdb\u5165\u5173\u952e\u6b65\u9aa4\uff0c\u5373\u5bf9\u5b50\u56fe\u8fdb\u884c\u62c6\u5206\u4e0e\u7ec4\u5408\uff0c\u4e5f\u5c31\u662f\u5c06\u6bcf\u4e2a\u56fe\u50cf\u7f51\u683c\u5212\u5206\u4e3a\u591a\u4e2a sub-figure\uff0c\u5e76\u5728\u4e0d\u540c\u7f51\u683c\u4e4b\u95f4\u8fdb\u884c\u7ec4\u5408\uff0c\u4ece\u800c\u6784\u9020\u51fa\u5927\u91cf\u5177\u6709\u4e0d\u540c\u4e00\u81f4\u6027\u5173\u7cfb\u7684\u56fe\u50cf\u5bf9\u3002\u8fd9\u4e00\u8fc7\u7a0b\u901a\u8fc7\u7ec4\u5408\u65b9\u5f0f\u663e\u8457\u6269\u5927\u6570\u636e\u89c4\u6a21\uff0c\u5728\u7ea6 708 \u4e2a prompt \u548c 2832 \u5f20\u56fe\u50cf\u7684\u57fa\u7840\u4e0a\u6784\u9020\u51fa 33984 \u4e2a\u6392\u5e8f\u6837\u672c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-2c0e819768cac69a96ba6a25f6522982.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-2c0e819768cac69a96ba6a25f6522982.png\"><\/a><\/p>\n<p>\u968f\u540e\uff0c\u7814\u7a76\u4eba\u5458\u6784\u5efa\u6392\u5e8f\u4efb\u52a1\uff0c\u6bcf\u4e2a\u6837\u672c\u5305\u542b 1 \u5f20\u53c2\u8003\u56fe\u548c 4 \u5f20\u5019\u9009\u56fe\uff0c\u6807\u6ce8\u4efb\u52a1\u662f\u6839\u636e\u89c6\u89c9\u4e00\u81f4\u6027\u5bf9\u5019\u9009\u56fe\u8fdb\u884c\u6392\u5e8f\u3002\u6807\u6ce8\u8fc7\u7a0b\u7531 6 \u540d\u6807\u6ce8\u4eba\u5458\u5b8c\u6210\uff0c\u6bcf\u4eba\u6807\u6ce8\u7ea6 5664 \u4e2a\u6837\u672c\uff0c\u6807\u6ce8\u8fc7\u7a0b\u4e2d\u4e0d\u4f9d\u8d56\u4e25\u683c\u89c4\u5219\uff0c\u800c\u662f\u57fa\u4e8e\u4eba\u7c7b\u76f4\u89c9\u5bf9\u4e00\u81f4\u6027\u8fdb\u884c\u5224\u65ad\uff0c\u540c\u65f6\u4fdd\u7559\u90e8\u5206\u6570\u636e\u4f5c\u4e3a\u8bc4\u6d4b\u57fa\u51c6\u3002<\/p>\n<p>\u4e3a\u4e86\u4fbf\u4e8e\u6a21\u578b\u8bad\u7ec3\uff0c\u7814\u7a76\u56e2\u961f\u8fdb\u4e00\u6b65\u5c06\u6392\u5e8f\u6570\u636e\u8f6c\u6362\u4e3a pairwise \u6570\u636e\u5f62\u5f0f\uff0c\u5373\u5c06\u6392\u5e8f\u5173\u7cfb\u8f6c\u5316\u4e3a\u4e24\u4e24\u6bd4\u8f83\u7684\u6837\u672c\uff0c\u4f8b\u5982\u5c06\u591a\u4e2a\u5019\u9009\u4e4b\u95f4\u7684\u6392\u5e8f\u5173\u7cfb\u62c6\u89e3\u4e3a\u591a\u4e2a A \u4e0e B \u7684\u4e00\u81f4\u6027\u5224\u65ad\uff0c\u4ece\u800c\u5f97\u5230\u8d85\u8fc7 54624 \u4e2a\u56fe\u50cf\u5bf9\uff0c\u5176\u4e2d\u5305\u62ec 27599 \u4e2a\u4e00\u81f4\u6837\u672c\u548c 27025 \u4e2a\u4e0d\u4e00\u81f4\u6837\u672c\uff0c\u6bcf\u4e2a\u6837\u672c\u4e0d\u4ec5\u5305\u542b\u6807\u7b7e\uff0c\u8fd8\u914d\u6709\u5bf9\u5e94\u7684\u63a8\u7406\u89e3\u91ca\uff0c\u4ece\u800c\u589e\u5f3a\u6570\u636e\u7684\u53ef\u89e3\u91ca\u6027\u4e0e\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-a1bda956301df68f67746cc23d06a98f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-a1bda956301df68f67746cc23d06a98f.png\"><\/a><\/p>\n<p>\u5728\u5b8c\u6210\u6570\u636e\u6784\u5efa\u4e4b\u540e\uff0c\u7814\u7a76\u56e2\u961f\u8fdb\u4e00\u6b65\u8bbe\u8ba1\u5956\u52b1\u6a21\u578b\u7684\u8bad\u7ec3\u65b9\u5f0f\u3002\u4f20\u7edf\u65b9\u6cd5\u901a\u5e38\u91c7\u7528\u8f93\u5165\u56fe\u50cf\u5e76\u8f93\u51fa\u4e00\u4e2a\u6807\u91cf\u5206\u6570\u7684\u65b9\u5f0f\u6765\u8868\u793a\u8d28\u91cf\u6216\u4e00\u81f4\u6027\uff0c\u4f46\u8fd9\u79cd\u65b9\u5f0f\u4e0e\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u57fa\u4e8e\u81ea\u56de\u5f52\u751f\u6210\u7684\u673a\u5236\u4e0d\u5339\u914d\uff0c\u540c\u65f6\u96be\u4ee5\u8868\u8fbe\u590d\u6742\u5224\u65ad\u8fc7\u7a0b\u3002\u96f7\u5cf0\u7f51<\/p>\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u5c06\u4e00\u81f4\u6027\u5224\u65ad\u5efa\u6a21\u4e3a\u751f\u6210\u4efb\u52a1\uff0c\u5728 PaCo-Reward \u6a21\u578b\u4e2d\uff0c\u8f93\u5165\u7531\u4e24\u5f20\u56fe\u50cf\u548c\u5bf9\u5e94\u6587\u672c\u7ec4\u6210\uff0c\u6a21\u578b\u8f93\u51fa\u4e3a Yes \u6216 No\uff0c\u7528\u4e8e\u8868\u793a\u4e24\u5f20\u56fe\u50cf\u662f\u5426\u4e00\u81f4\uff0c\u540c\u65f6\u8fd8\u4f1a\u751f\u6210\u4e00\u6bb5\u63a8\u7406\u8fc7\u7a0b\u6765\u89e3\u91ca\u5224\u65ad\u4f9d\u636e\u3002\u8fd9\u4e00\u8bbe\u8ba1\u4f7f\u4e00\u81f4\u6027\u5224\u65ad\u8f6c\u5316\u4e3a\u8bed\u8a00\u751f\u6210\u95ee\u9898\uff0c\u4ece\u800c\u80fd\u591f\u76f4\u63a5\u5229\u7528\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u7684\u751f\u6210\u80fd\u529b\u8fdb\u884c\u8bad\u7ec3\uff0c\u5e76\u63d0\u5347\u6a21\u578b\u7a33\u5b9a\u6027\u4e0e\u53ef\u89e3\u91ca\u6027\u3002<\/p>\n<p>\u6a21\u578b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4ec5\u5b66\u4e60\u6700\u7ec8\u7684\u5224\u65ad\u7ed3\u679c\uff0c\u8fd8\u5b66\u4e60\u63a8\u7406\u8fc7\u7a0b\uff0c\u4ece\u800c\u907f\u514d\u4ec5\u4f9d\u8d56\u8868\u9762\u7279\u5f81\u8fdb\u884c\u5224\u65ad\u3002\u5b8c\u6210\u8bad\u7ec3\u540e\uff0c\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u6392\u5e8f\u4e00\u81f4\u6027\u4efb\u52a1\u548c\u56fe\u50cf\u7f16\u8f91\u4efb\u52a1\u5bf9\u6a21\u578b\u8fdb\u884c\u9a8c\u8bc1\uff0c\u7ed3\u679c\u8868\u660e\u8fd9\u4e00\u5956\u52b1\u6a21\u578b\u5728\u591a\u4e2a\u6307\u6807\u4e0a\u5747\u4f18\u4e8e\u73b0\u6709\u65b9\u6cd5\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-af1de9f0b719c3ca132ce01426c935cb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-af1de9f0b719c3ca132ce01426c935cb.png\"><\/a><\/p>\n<p>\u7b2c\u4e8c\u9636\u6bb5\u56f4\u7ed5\u5982\u4f55\u751f\u6210\u4e00\u81f4\u56fe\u50cf\u5c55\u5f00\u3002\u7814\u7a76\u4eba\u5458\u5728\u8fd9\u4e00\u9636\u6bb5\u5f15\u5165\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u5176\u57fa\u672c\u6d41\u7a0b\u5305\u62ec\u6a21\u578b\u6839\u636e\u8f93\u5165\u751f\u6210\u56fe\u50cf\u96c6\u5408\uff0c\u7136\u540e\u7531\u5956\u52b1\u6a21\u578b\u5bf9\u751f\u6210\u7ed3\u679c\u8fdb\u884c\u8bc4\u5206\uff0c\u518d\u6839\u636e\u8bc4\u5206\u4fe1\u53f7\u66f4\u65b0\u751f\u6210\u6a21\u578b\u53c2\u6570\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u7c7b\u4f3c\u4eba\u7c7b\u901a\u8fc7\u53cd\u9988\u4e0d\u65ad\u4f18\u5316\u884c\u4e3a\u7684\u5b66\u4e60\u65b9\u5f0f\u3002<\/p>\n<p>\u5728\u5177\u4f53\u5b9e\u73b0\u4e2d\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e24\u4e2a\u5173\u952e\u4f18\u5316\u7b56\u7565\u4ee5\u63d0\u5347\u8bad\u7ec3\u6548\u7387\u4e0e\u7a33\u5b9a\u6027\u3002\u9996\u5148\u662f\u5206\u8fa8\u7387\u89e3\u8026\u7b56\u7565\uff0c\u5373\u5728\u8bad\u7ec3\u9636\u6bb5\u4f7f\u7528\u4f4e\u5206\u8fa8\u7387\u56fe\u50cf\u8fdb\u884c\u91c7\u6837\u4e0e\u4f18\u5316\uff0c\u800c\u5728\u63a8\u7406\u9636\u6bb5\u4ecd\u7136\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\uff0c\u8fd9\u6837\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u8ba1\u7b97\u5f00\u9500\uff0c\u56e0\u4e3a\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u8ba1\u7b97\u590d\u6742\u5ea6\u4e0e\u5206\u8fa8\u7387\u5448\u5e73\u65b9\u5173\u7cfb\u589e\u957f\uff0c\u800c\u5b9e\u9a8c\u8868\u660e\u4f4e\u5206\u8fa8\u7387\u56fe\u50cf\u5df2\u7ecf\u80fd\u591f\u63d0\u4f9b\u8db3\u591f\u7684\u5956\u52b1\u4fe1\u53f7\u6765\u6307\u5bfc\u4f18\u5316\u65b9\u5411\u3002<\/p>\n<p>\u5176\u6b21\u662f\u5956\u52b1\u5e73\u8861\u7b56\u7565\uff0c\u7528\u4e8e\u89e3\u51b3\u591a\u76ee\u6807\u4f18\u5316\u4e2d\u7684\u51b2\u7a81\u95ee\u9898\u3002\u5728\u4e00\u81f4\u6027\u751f\u6210\u4efb\u52a1\u4e2d\uff0c\u6a21\u578b\u901a\u5e38\u9700\u8981\u540c\u65f6\u4f18\u5316\u4e00\u81f4\u6027\u4e0e\u6587\u672c\u5bf9\u9f50\u7b49\u591a\u4e2a\u76ee\u6807\uff0c\u800c\u4e0d\u540c\u5956\u52b1\u4e4b\u95f4\u53ef\u80fd\u5b58\u5728\u5c3a\u5ea6\u5dee\u5f02\u548c\u6ce2\u52a8\u5dee\u5f02\uff0c\u4ece\u800c\u5bfc\u81f4\u67d0\u4e00\u5956\u52b1\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u7814\u7a76\u4eba\u5458\u5bf9\u6ce2\u52a8\u8f83\u5927\u7684\u5956\u52b1\u8fdb\u884c\u538b\u7f29\u5904\u7406\uff0c\u4ece\u800c\u964d\u4f4e\u5176\u5f71\u54cd\u8303\u56f4\uff0c\u4f7f\u591a\u4e2a\u5956\u52b1\u5728\u4f18\u5316\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u76f8\u5bf9\u5e73\u8861\uff0c\u907f\u514d\u8bad\u7ec3\u504f\u79fb\u3002<\/p>\n<p>\u6700\u7ec8\uff0c\u7814\u7a76\u56e2\u961f\u5728\u591a\u56fe\u751f\u6210\u4efb\u52a1\u548c\u56fe\u50cf\u7f16\u8f91\u4efb\u52a1\u4e0a\u5bf9\u65b9\u6cd5\u8fdb\u884c\u9a8c\u8bc1\uff0c\u7ed3\u679c\u663e\u793a\u6a21\u578b\u5728\u8eab\u4efd\u4e00\u81f4\u6027\u3001\u98ce\u683c\u4e00\u81f4\u6027\u4ee5\u53ca\u903b\u8f91\u4e00\u81f4\u6027\u7b49\u591a\u4e2a\u65b9\u9762\u5747\u5f97\u5230\u660e\u663e\u63d0\u5347\uff0c\u540c\u65f6\u5728\u7f16\u8f91\u4efb\u52a1\u4e2d\u80fd\u591f\u5b9e\u73b0\u5c40\u90e8\u4fee\u6539\u4e0e\u6574\u4f53\u4fdd\u6301\u4e4b\u95f4\u7684\u826f\u597d\u5e73\u8861\uff0c\u4ece\u800c\u9a8c\u8bc1\u6574\u4e2a\u65b9\u6cd5\u5728\u5b9e\u9645\u751f\u6210\u4efb\u52a1\u4e2d\u7684\u6709\u6548\u6027\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-427d73ea0f08e43429da11210505f3b5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-427d73ea0f08e43429da11210505f3b5.png\"><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%8E%E5%8D%95%E7%82%B9%E7%94%9F%E6%88%90%E5%88%B0%E5%85%B3%E7%B3%BB%E5%BB%BA%E6%A8%A1%E7%9A%84%E8%8C%83%E5%BC%8F%E5%8F%98%E5%8C%96\"><\/span>\u4ece\u5355\u70b9\u751f\u6210\u5230\u5173\u7cfb\u5efa\u6a21\u7684\u8303\u5f0f\u53d8\u5316<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8fd9\u9879\u7814\u7a76\u7684\u610f\u4e49\u4e0d\u4ec5\u4f53\u73b0\u5728\u6280\u672f\u5c42\u9762\uff0c\u4e5f\u6b63\u5728\u6539\u53d8\u666e\u901a\u4eba\u4f7f\u7528 AI \u7684\u4f53\u9a8c\u3002\u9996\u5148\u5728\u95ee\u9898\u5c42\u9762\uff0c\u7814\u7a76\u56e2\u961f\u89e3\u51b3\u4e86\u591a\u56fe\u4e00\u81f4\u6027\u8fd9\u4e00\u957f\u671f\u5b58\u5728\u7684\u96be\u9898\u3002\u8fc7\u53bb\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u867d\u7136\u53ef\u4ee5\u751f\u6210\u5355\u5f20\u9ad8\u8d28\u91cf\u56fe\u50cf\uff0c\u4f46\u4e00\u65e6\u9700\u8981\u8fde\u7eed\u751f\u6210\u89d2\u8272\u3001\u8bbe\u8ba1\u7cfb\u5217\u6d77\u62a5\u6216\u5236\u4f5c\u6545\u4e8b\u5206\u955c\uff0c\u5c31\u4f1a\u51fa\u73b0\u4eba\u7269\u53d8\u5316\u3001\u98ce\u683c\u4e0d\u7edf\u4e00\u751a\u81f3\u903b\u8f91\u6df7\u4e71\u7684\u95ee\u9898\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u666e\u901a\u7528\u6237\u5373\u4f7f\u751f\u6210\u4e86\u597d\u770b\u7684\u56fe\u7247\uff0c\u4e5f\u5f88\u96be\u771f\u6b63\u7528\u5728\u521b\u4f5c\u3001\u8bbe\u8ba1\u6216\u5185\u5bb9\u751f\u4ea7\u4e2d\u3002\u800c\u901a\u8fc7\u7cfb\u7edf\u6027\u7684\u8bbe\u8ba1\u4e0e\u8bad\u7ec3\uff0c\u8fd9\u9879\u7814\u7a76\u8ba9\u6a21\u578b\u80fd\u591f\u5728\u591a\u5f20\u56fe\u50cf\u4e4b\u95f4\u4fdd\u6301\u4e00\u81f4\uff0c\u4f7f AI \u4ece\u201c\u80fd\u7528\u201d\u8d70\u5411\u201c\u53ef\u7528\u201d\uff0c\u771f\u6b63\u5177\u5907\u8fde\u7eed\u521b\u4f5c\u80fd\u529b\u3002<\/p>\n<p>\u5728\u65b9\u6cd5\u5c42\u9762\uff0c\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u66f4\u63a5\u8fd1\u4eba\u7c7b\u601d\u7ef4\u7684\u5b66\u4e60\u65b9\u5f0f\uff0c\u5373\u901a\u8fc7\u6bd4\u8f83\u6765\u5b66\u4e60\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u6253\u5206\u3002\u5bf9\u4e8e\u666e\u901a\u7528\u6237\u6765\u8bf4\uff0c\u8fd9\u79cd\u53d8\u5316\u610f\u5473\u7740\u6a21\u578b\u66f4\u201c\u61c2\u4eba\u201d\u7684\u5ba1\u7f8e\u548c\u5224\u65ad\u6807\u51c6\uff0c\u4e0d\u518d\u53ea\u662f\u673a\u68b0\u4f18\u5316\u6307\u6807\uff0c\u800c\u662f\u80fd\u591f\u66f4\u81ea\u7136\u5730\u7406\u89e3\u201c\u50cf\u4e0d\u50cf\u201d\u201c\u4e00\u81f4\u4e0d\u4e00\u81f4\u201d\u8fd9\u6837\u7684\u4e3b\u89c2\u6982\u5ff5\uff0c\u4ece\u800c\u751f\u6210\u66f4\u7b26\u5408\u4eba\u7c7b\u9884\u671f\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u5728\u8bad\u7ec3\u5c42\u9762\uff0c\u7814\u7a76\u8fdb\u4e00\u6b65\u63a8\u52a8\u4e86\u5f3a\u5316\u5b66\u4e60\u5728\u56fe\u50cf\u751f\u6210\u4e2d\u7684\u5b9e\u9645\u5e94\u7528\u3002\u8fc7\u53bb\u8fd9\u7c7b\u65b9\u6cd5\u5f80\u5f80\u6210\u672c\u9ad8\u3001\u8bad\u7ec3\u4e0d\u7a33\u5b9a\uff0c\u96be\u4ee5\u771f\u6b63\u843d\u5730\uff0c\u800c\u7814\u7a76\u901a\u8fc7\u4f4e\u5206\u8fa8\u7387\u8bad\u7ec3\u4e0e\u5956\u52b1\u5e73\u8861\u673a\u5236\uff0c\u5728\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u7684\u540c\u65f6\u63d0\u5347\u7a33\u5b9a\u6027\u3002\u8fd9\u4e0d\u4ec5\u63d0\u5347\u4e86\u6a21\u578b\u6027\u80fd\uff0c\u4e5f\u610f\u5473\u7740\u672a\u6765\u7c7b\u4f3c\u80fd\u529b\u53ef\u4ee5\u66f4\u5feb\u8fdb\u5165\u4ea7\u54c1\uff0c\u666e\u901a\u7528\u6237\u5728\u5de5\u5177\u4e2d\u76f4\u63a5\u4f53\u9a8c\u5230\u66f4\u7a33\u5b9a\u3001\u66f4\u4e00\u81f4\u7684\u751f\u6210\u6548\u679c\u3002\u96f7\u5cf0\u7f51<span style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/p>\n<p>\u66f4\u6df1\u5c42\u6765\u770b\uff0c\u8fd9\u9879\u7814\u7a76\u6784\u5efa\u4e86\u4e00\u79cd\u751f\u6210\u4e0e\u8bc4\u4ef7\u76f8\u7ed3\u5408\u7684\u95ed\u73af\u673a\u5236\u3002\u4f20\u7edf\u6a21\u578b\u53ea\u8d1f\u8d23\u201c\u751f\u6210\u201d\uff0c\u800c\u5728\u8fd9\u4e00\u65b9\u6cd5\u4e2d\uff0c\u6a21\u578b\u4e0d\u4ec5\u80fd\u591f\u751f\u6210\u56fe\u50cf\uff0c\u8fd8\u80fd\u591f\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u4e0d\u65ad\u201c\u81ea\u6211\u68c0\u67e5\u201d\u548c\u4f18\u5316\u7ed3\u679c\u3002<\/p>\n<p>\u5bf9\u4e8e\u666e\u901a\u4eba\u800c\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u672a\u6765\u7684 AI \u4e0d\u518d\u9700\u8981\u53cd\u590d\u624b\u52a8\u8c03\u6574\u63d0\u793a\u8bcd\uff0c\u800c\u662f\u53ef\u4ee5\u81ea\u52a8\u4fee\u6b63\u504f\u5dee\uff0c\u9010\u6b65\u751f\u6210\u7b26\u5408\u9884\u671f\u7684\u5185\u5bb9\uff0c\u4ece\u800c\u5927\u5e45\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E6%9E%84%E5%BB%BA_PaCo-RL_%E7%9A%84%E4%BA%BA\"><\/span>\u6784\u5efa PaCo-RL \u7684\u4eba<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8fd9\u7bc7\u8bba\u6587\u7684\u5171\u540c\u4e00\u4f5c\u5206\u522b\u662f\u5e73\u535a\u6587\u548c\u8d3e\u6210\u94d5\u3002\u5176\u4e2d\uff0c\u8d3e\u6210\u94d5\u76ee\u524d\u662f\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e13\u4e1a\u535a\u58eb\u7814\u7a76\u751f\uff0c\u5904\u4e8e\u535a\u58eb\u9636\u6bb5\u540e\u671f\uff0c\u5bfc\u5e08\u4e3a\u7f57\u654f\u6960\u6559\u6388\uff0c\u540c\u65f6\u4e0e\u5e38\u6653\u519b\u6559\u6388\u5f00\u5c55\u5408\u4f5c\u7814\u7a76\uff0c\u5e76\u4e14\u672a\u6765\u5c06\u52a0\u5165\u817e\u8baf\u6df7\u5143\u7684\u9752\u4e91\u8ba1\u5212\u4ece\u4e8b\u7814\u7a76\u5de5\u4f5c\u3002\u5728\u79d1\u7814\u7ecf\u5386\u65b9\u9762\uff0c\u8d3e\u6210\u94d5\u66fe\u5728\u65b0\u52a0\u5761\u8fdb\u884c\u8bbf\u95ee\u7814\u7a76\uff0c\u5e76\u5728\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u62c5\u4efb\u7814\u7a76\u5b9e\u4e60\u751f\u3002<\/p>\n<p>\u5728\u5b66\u672f\u6210\u679c\u65b9\u9762\uff0c\u8d3e\u6210\u94d5\u5df2\u5728\u591a\u4e2a\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u53d1\u8868\u8bba\u6587\uff0c\u5305\u62ec 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-e2614db0245c75fb1e7b1ca001a7e516.png\"><\/a><\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/hangwei12358.github.io\/<\/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\/03\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/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\/7LLMb5d4vPqtDAIo.html\" target=\"_blank\">\u897f\u4ea4\u5927 x A*STAR \u8bba\u6587\uff1a\u8ba9 AI \u5b66\u4f1a\u300c\u4fdd\u6301\u4e00\u81f4\u300d\uff0c\u591a\u56fe\u751f\u6210\u8fce\u6765\u5173\u952e\u7a81\u7834\u4e28CVPR 2026<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f88\u591a\u4eba\u90fd\u6709\u8fd9\u6837\u7684\u4f53\u9a8c\uff1a\u8ba9 AI \u753b\u4e00\u4e2a\u89d2 [&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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