{"id":39984,"date":"2025-04-08T22:02:41","date_gmt":"2025-04-08T14:02:41","guid":{"rendered":"https:\/\/17aitech.com\/?p=39984"},"modified":"2025-04-08T22:02:41","modified_gmt":"2025-04-08T14:02:41","slug":"ui-r1%e4%bb%85136%e5%bc%a0%e6%88%aa%e5%9b%be%ef%bc%8cvivo%e5%bc%80%e6%ba%90deepseek-r1%e5%bc%8f%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%ef%bc%8c%e6%8f%90%e5%8d%87gui%e6%99%ba%e8%83%bd%e4%bd%93%e5%8a%a8","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39984","title":{"rendered":"UI-R1|\u4ec5136\u5f20\u622a\u56fe\uff0cvivo\u5f00\u6e90DeepSeek R1\u5f0f\u5f3a\u5316\u5b66\u4e60\uff0c\u63d0\u5347GUI\u667a\u80fd\u4f53\u52a8\u4f5c\u9884\u6d4b"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-08-8\" target=\"_blank\">UI-R1|\u4ec5136\u5f20\u622a\u56fe\uff0cvivo\u5f00\u6e90DeepSeek R1\u5f0f\u5f3a\u5316\u5b66\u4e60\uff0c\u63d0\u5347GUI\u667a\u80fd\u4f53\u52a8\u4f5c\u9884\u6d4b<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-98a8a3eb1c7f0095263c727b8a2d8143.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-98a8a3eb1c7f0095263c727b8a2d8143.png\"><\/a><\/p>\n<p>\u57fa\u4e8e\u89c4\u5219\u7684\u5f3a\u5316\u5b66\u4e60\uff08RL\/RFT\uff09\u5df2\u6210\u4e3a\u66ff\u4ee3 SFT \u7684\u9ad8\u6548\u65b9\u6848\uff0c\u4ec5\u9700\u5c11\u91cf\u6837\u672c\u5373\u53ef\u63d0\u5347\u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u3002<\/p>\n<p>\u8be5\u65b9\u6cd5\u901a\u8fc7\u9884\u5b9a\u4e49\u5956\u52b1\u51fd\u6570\u89c4\u907f\u4eba\u5de5\u6807\u6ce8\u6210\u672c\uff0c\u5982 DeepSeek-R1 \u5728\u6570\u5b66\u6c42\u89e3\u4e2d\u7684\u6210\u529f\u5e94\u7528\uff0c\u4ee5\u53ca\u591a\u6a21\u6001\u9886\u57df\u5728\u56fe\u50cf\u5b9a\u4f4d\u7b49\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u7a81\u7834\uff08\u901a\u5e38\u4f7f\u7528 IOU \u4f5c\u4e3a\u89c4\u5219 reward\uff09\u3002<\/p>\n<p>vivo \u4e0e\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u53d7\u5230 DeepSeek-R1 \u7684\u542f\u53d1\uff0c\u9996\u6b21\u5c06\u57fa\u4e8e\u89c4\u5219\u7684\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u5e94\u7528\u5230\u4e86 GUI \u667a\u80fd\u4f53\u9886\u57df\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-8a6194d68ebb0227b02c45591a9005b7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-8a6194d68ebb0227b02c45591a9005b7.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aUI-R1: Enhancing Action Prediction of GUI Agents by Reinforcement Learning<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2503.21620<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/yxchai.com\/UI-R1\/<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u4ee3\u7801\uff1ahttps:\/\/github.com\/lll6gg\/UI-R1<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u7b80\u4ecb<\/strong><\/p>\n<p>\u672c\u7814\u7a76\u521b\u65b0\u6027\u5730\u5c06\u89c4\u5219 RL \u8303\u5f0f\u62d3\u5c55\u81f3\u57fa\u4e8e\u4f4e\u7ea7\u6307\u4ee4\u7684 GUI \u52a8\u4f5c\u9884\u6d4b\u4efb\u52a1\u3002\u5177\u4f53\u5b9e\u73b0\u4e2d\uff0c\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u4e3a\u6bcf\u4e2a\u8f93\u5165\u751f\u6210\u5305\u542b\u63a8\u7406\u6807\u8bb0\u548c\u6700\u7ec8\u7b54\u6848\u7684\u591a\u6761\u54cd\u5e94\u8f68\u8ff9\uff0c\u5728\u8bad\u7ec3\u548c\u6d4b\u8bd5\u65f6\u7684 prompt \u8bbe\u8ba1\u5982\u4e0b\uff1a<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-a09b542e1e45bd16d01f18a7ec4718e5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-a09b542e1e45bd16d01f18a7ec4718e5.png\"><\/a><\/section>\n<p>\u968f\u540e\u901a\u8fc7\u6211\u4eec\u8bbe\u8ba1\u7684\u5956\u52b1\u51fd\u6570\u8bc4\u4f30\u6bcf\u6761\u54cd\u5e94\uff0c\u5e76\u91c7\u7528 GRPO \u7b49\u7b56\u7565\u4f18\u5316\u7b97\u6cd5\u66f4\u65b0\u6a21\u578b\u53c2\u6570\u3002\u8be5\u5956\u52b1\u51fd\u6570\u5305\u542b\u4e09\u4e2a\u7ef4\u5ea6\uff1a<\/p>\n<ul>\n<li>\n<p>\u52a8\u4f5c\u7c7b\u578b\u5956\u52b1\uff1a\u6839\u636e\u9884\u6d4b\u52a8\u4f5c\u4e0e\u771f\u5b9e\u52a8\u4f5c\u7684\u5339\u914d\u5ea6\u8ba1\u7b97\uff1b<\/p>\n<\/li>\n<li>\n<p>\u52a8\u4f5c\u53c2\u6570\u5956\u52b1\uff08\u805a\u7126\u70b9\u51fb\u64cd\u4f5c\uff09\uff1a\u901a\u8fc7\u9884\u6d4b\u5750\u6807\u662f\u5426\u843d\u5165\u771f\u5b9e\u8fb9\u754c\u6846\u8bc4\u4f30\uff1b<\/p>\n<\/li>\n<li>\n<p>\u683c\u5f0f\u89c4\u8303\u5956\u52b1\uff1a\u8bc4\u4f30\u6a21\u578b\u662f\u5426\u540c\u65f6\u63d0\u4f9b\u63a8\u7406\u8fc7\u7a0b\u548c\u6700\u7ec8\u7b54\u6848\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6570\u636e\u5236\u5907\u65b9\u9762\uff0c\u4ec5\u4f9d\u636e\u96be\u5ea6\u3001\u591a\u6837\u6027\u548c\u8d28\u91cf\u4e09\u539f\u5219\u7b5b\u9009 130 \u4f59\u4e2a\u79fb\u52a8\u7aef\u8bad\u7ec3\u6837\u672c\uff0c\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u6570\u636e\u6548\u7387\u3002\u5b9e\u9a8c\u8868\u660e\uff0cUI-R1 \u5728\u684c\u9762\u7aef\u548c\u7f51\u9875\u5e73\u53f0\u7b49\u8de8\u9886\u57df\uff08OOD\uff09\u6570\u636e\u4e0a\u5747\u53d6\u5f97\u663e\u8457\u6027\u80fd\u63d0\u5347\uff0c\u5370\u8bc1\u4e86\u89c4\u5219 RL \u5904\u7406\u8de8\u9886\u57df\u590d\u6742 GUI \u4efb\u52a1\u7684\u6f5c\u529b\u3002<\/p>\n<p><strong>\u65b9\u6cd5\uff1a\u5f3a\u5316\u5b66\u4e60\u9a71\u52a8\u7684 GUI \u667a\u80fd\u4f53<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-3c8c09248a98ad8dbf94c3bcae5b60d2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-3c8c09248a98ad8dbf94c3bcae5b60d2.png\"><\/a><\/section>\n<p>\u6211\u4eec\u63d0\u51fa\u7684 UI-R1 \u6a21\u578b\u91c7\u7528\u4e86\u4e09\u4e2a\u5173\u952e\u521b\u65b0\uff1a<\/p>\n<p><strong>1. \u72ec\u7279\u7684\u5956\u52b1\u51fd\u6570\u8bbe\u8ba1<\/strong><\/p>\n<p>\u7814\u7a76\u56e2\u961f\u8bbe\u8ba1\u4e86\u4e13\u95e8\u9488\u5bf9 GUI \u4efb\u52a1\u7684\u5956\u52b1\u51fd\u6570\uff1aR = R_T + R_C + R_F<\/p>\n<p>R_T\uff1a\u884c\u4e3a\u7c7b\u578b\u5956\u52b1\uff08\u70b9\u51fb\u3001\u6ed1\u52a8\u3001\u8fd4\u56de\u7b49\uff09<\/p>\n<p>R_C\uff1a\u5750\u6807\u51c6\u786e\u5ea6\u5956\u52b1\uff08\u70b9\u51fb\u4f4d\u7f6e\u662f\u5426\u51c6\u786e\uff09<\/p>\n<p>R_F\uff1a\u683c\u5f0f\u5956\u52b1\uff08\u8f93\u51fa\u7684\u683c\u5f0f\u662f\u5426\u6b63\u786e\uff09<\/p>\n<p><strong>2. \u7cbe\u5fc3\u7b5b\u9009\u7684\u9ad8\u8d28\u91cf\u6570\u636e<\/strong><\/p>\n<p>\u4e0e\u5176\u4f7f\u7528\u5927\u91cf\u666e\u901a\u6570\u636e\uff0c\u6211\u4eec\u63d0\u51fa\u91c7\u7528\u4e86\u300c\u8d28\u91cf\u4f18\u5148\u300d\u7684\u7b56\u7565\uff0c\u4ece\u4e09\u4e2a\u7ef4\u5ea6\u7cbe\u9009\u8bad\u7ec3\u6570\u636e\uff1a<\/p>\n<p><strong>\u8d28\u91cf<\/strong>\uff1a\u9009\u62e9\u6807\u6ce8\u51c6\u786e\u3001\u5bf9\u9f50\u826f\u597d\u7684\u6837\u672c<\/p>\n<p><strong>\u96be\u5ea6<\/strong>\uff1a\u4e13\u6ce8\u4e8e\u57fa\u7840\u6a21\u578b\u96be\u4ee5\u89e3\u51b3\u7684\u300c\u56f0\u96be\u300d\u6837\u672c<\/p>\n<p><strong>\u591a\u6837\u6027<\/strong>\uff1a\u786e\u4fdd\u6db5\u76d6\u5404\u79cd\u884c\u4e3a\u7c7b\u578b\u548c\u5143\u7d20\u7c7b\u578b<\/p>\n<p>\u6700\u7ec8\u53ea\u4f7f\u7528\u4e86<strong> 136 \u4e2a<\/strong>\u9ad8\u8d28\u91cf\u6837\u672c\uff0c\u6bd4\u4f20\u7edf\u65b9\u6cd5\u5c11\u4e86\u51e0\u767e\u751a\u81f3\u4e0a\u5343\u500d\uff0c\u5c31\u80fd\u591f\u8bad\u7ec3\u5f97\u5230\u6bd4 SFT \u65b9\u5f0f\u66f4\u4f18\u7684\u6548\u679c\u3002<\/p>\n<p><strong>3. \u7fa4\u4f53\u76f8\u5bf9\u7b56\u7565\u4f18\u5316\u7b97\u6cd5<\/strong><\/p>\n<p>UI-R1 \u91c7\u7528\u4e86\u4e00\u79cd\u540d\u4e3a GRPO\uff08Group Relative Policy Optimization\uff09\u7684\u7b97\u6cd5\u3002\u8fd9\u79cd\u7b97\u6cd5\u4e0d\u9700\u8981\u989d\u5916\u7684\u8bc4\u8bba\u5bb6\u6a21\u578b\uff0c\u800c\u662f\u901a\u8fc7\u6bd4\u8f83\u540c\u4e00\u95ee\u9898\u7684\u591a\u4e2a\u4e0d\u540c\u56de\u7b54\u6765\u5b66\u4e60\u4ec0\u4e48\u662f\u300c\u597d\u300d\u7684\u56de\u7b54\u3002<\/p>\n<p><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/p>\n<p><strong>1. \u57df\u5185\u6548\u679c\u63d0\u5347\u660e\u663e<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-bf0c5c5374b1d932e9b69ae75c266250.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-bf0c5c5374b1d932e9b69ae75c266250.png\"><\/a><\/section>\n<p>\u5728 AndroidControl \u57fa\u51c6\u6d4b\u8bd5\u4e0a\uff0cUI-R1-3B \u4e0e\u57fa\u7840\u6a21\u578b Qwen2.5-VL-3B \u76f8\u6bd4\uff1a<\/p>\n<ul>\n<li>\n<p>\u884c\u4e3a\u7c7b\u578b\u51c6\u786e\u7387\u63d0\u9ad8\u4e86 15%<\/p>\n<\/li>\n<li>\n<p>\u5b9a\u4f4d\u51c6\u786e\u7387\u63d0\u9ad8\u4e86 10.3%<\/p>\n<\/li>\n<\/ul>\n<p><strong>2. \u57df\u5916\u6cdb\u5316\u80fd\u529b\u60ca\u4eba<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-bc29ffe5bb892b8b89cef7a2c8ff3d9e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-bc29ffe5bb892b8b89cef7a2c8ff3d9e.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-16765b1af2f6728930cf2329be7d6a3a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-16765b1af2f6728930cf2329be7d6a3a.png\"><\/a><\/section>\n<p>UI-R1 \u5728\u4ece\u672a\u89c1\u8fc7\u7684\u684c\u9762 PC \u7aef\u548c\u7f51\u9875\u754c\u9762\u4e0a\u8868\u73b0\u540c\u6837\u51fa\u8272\uff1a<\/p>\n<ul>\n<li>\n<p>\u5728 ScreenSpot \u6d4b\u8bd5\u4e2d\uff0cUI-R1-3B \u7684\u5e73\u5747\u51c6\u786e\u7387\u8fbe\u5230 <strong>78.6%<\/strong>\uff0c\u8d85\u8d8a CogAgent-18B \u7b49\u5927\u6a21\u578b\u3002<\/p>\n<\/li>\n<li>\n<p>\u5728\u4e13\u4e1a\u9ad8\u5206\u8fa8\u7387\u73af\u5883 ScreenSpot-Pro \u6d4b\u8bd5\u4e2d\uff0cUI-R1-3B \u8fbe\u5230 <strong>17.8%<\/strong> \u7684\u5e73\u5747\u51c6\u786e\u7387\uff0c\u63d0\u5347\u4e86\u4e0e\u4f7f\u7528 76K \u6570\u636e\u8bad\u7ec3\u7684 OS-Atlas-7B\uff0818.9%\uff09\u6027\u80fd\u76f8\u5f53\u3002<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u5206\u6790<\/strong><\/p>\n<p>\u6211\u4eec\u5173\u4e8e UI-R1 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-3956fab03ac46977e9303872e5311d67.png\"><\/a><\/section>\n<ul>\n<li>\n<p><strong>\u56f0\u96be\u6837\u672c\u66f4\u6709\u4ef7\u503c<\/strong>\uff1a\u6309\u96be\u5ea6\u9009\u62e9\u7684\u65b9\u6cd5\u6bd4\u968f\u673a\u9009\u62e9\u7684\u6027\u80fd\u663e\u8457\u66f4\u597d\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u589e\u957f\u6536\u76ca\u9012\u51cf<\/strong>\uff1a\u968f\u7740\u8bad\u7ec3\u6570\u636e\u91cf\u589e\u52a0\uff0c\u6027\u80fd\u63d0\u5347\u8d8b\u4e8e\u5e73\u7f13\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7cbe\u9009\u5c0f\u6570\u636e\u96c6\u6bd4\u5927\u6570\u636e\u96c6\u66f4\u6709\u6548<\/strong>\uff1a\u4e09\u9636\u6bb5\u6570\u636e\u9009\u62e9\u65b9\u6cd5\u4f18\u4e8e\u4f7f\u7528\u6574\u4e2a\u6570\u636e\u96c6\u6216\u8005\u968f\u673a\u7b5b\u9009\u76f8\u540c\u6570\u91cf\u7684\u5b50\u96c6\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u53d1\u73b0\u52a8\u4f5c\u9884\u6d4b\u7684\u96be\u5ea6\u4e0e\u601d\u8003\u7684\u957f\u5ea6\u4e4b\u95f4\u5b58\u5728\u5173\u8054\uff1a\u601d\u8003\u957f\u5ea6\u8d8a\u957f\uff0c\u51c6\u786e\u7387\u8d8a\u4f4e\uff08\u8bf4\u660e\u95ee\u9898\u8d8a\u96be\uff09\uff0c\u4f46\u901a\u8fc7 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