{"id":7321,"date":"2025-08-21T06:47:00","date_gmt":"2025-08-20T21:47:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7321"},"modified":"2025-08-17T22:50:43","modified_gmt":"2025-08-17T13:50:43","slug":"ui-agile-advancing-gui-agents-with-effective-reinforcement-learning-and-precise-inference-time-grounding","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7321","title":{"rendered":"UI-AGILE: Advancing GUI Agents with Effective Reinforcement Learning and Precise Inference-Time Grounding"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>UI-AGILE: Advancing GUI Agents with Effective Reinforcement Learning and Precise Inference-Time Grounding\u00a0<\/strong>[16.9]<br>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u306e\u4e21\u65b9\u306b\u304a\u3044\u3066GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5f37\u5316\u3059\u308bUI-AGILE\u3092\u5c0e\u5165\u3059\u308b\u3002 \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306b,\u30b9\u30fc\u30d1\u30fc\u30d3\u30b8\u30e7\u30f3\u30fb\u30d5\u30a1\u30a4\u30f3\u30fb\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0(SFT)\u30d7\u30ed\u30bb\u30b9\u306e\u4e00\u9023\u306e\u6539\u5584\u3092\u63d0\u6848\u3059\u308b\u3002 \u63a8\u6e2c\u306e\u305f\u3081\u306b,\u9ad8\u89e3\u50cf\u5ea6\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u306e\u30b0\u30e9\u30a6\u30f3\u30c9\u5316\u7cbe\u5ea6\u3092\u5287\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b,\u9078\u629e\u306b\u3088\u308b\u5206\u89e3\u30b0\u30e9\u30a6\u30f3\u30c9\u5316\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.22025v3\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.22025v3\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 09 Aug 2025 17:51:27 GMT)<\/li>\n\n\n\n<li>GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6027\u80fd\u306b\u5927\u304d\u304f\u5f71\u97ff\u3059\u308b\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u80fd\u529b\u3092\u5f37\u5316\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002\u300cUI-AGILE enhances GUI agents through improved training with a Continuous Reward function, Simple Thinking reward, and Cropping-based Resampling, and inference with Decomposed Grounding with Selection.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/KDEGroup\/UI-AGILE\">GitHub &#8211; KDEGroup\/UI-AGILE<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[180,181],"class_list":["post-7321","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gui","tag-gui-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7321","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7321"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7321\/revisions"}],"predecessor-version":[{"id":7322,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7321\/revisions\/7322"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7321"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7321"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7321"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}