{"id":8198,"date":"2026-02-12T04:59:00","date_gmt":"2026-02-11T19:59:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8198"},"modified":"2026-02-01T11:07:07","modified_gmt":"2026-02-01T02:07:07","slug":"omegause-building-a-general-purpose-gui-agent-for-autonomous-task-execution","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8198","title":{"rendered":"OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution\u00a0<\/strong>[33.0]<br>OmegaUse\u306f\u3001\u30e2\u30d0\u30a4\u30eb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u4e21\u65b9\u3067\u81ea\u5f8b\u7684\u306a\u30bf\u30b9\u30af\u5b9f\u884c\u306e\u305f\u3081\u306e\u6c4e\u7528GUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002 \u65e2\u5b58\u306eGUI\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u9ad8\u3044\u7af6\u4e89\u529b\u304c\u3042\u308a\u3001ScreenSpot-V2\u306796.3%\u306eSOTA(State-of-the-art)\u30b9\u30b3\u30a2\u3092\u9054\u6210\u3057\u3066\u3044\u308b\u3002 OS-Nav\u3067\u306f74.24%\u304cChiM-Nav\u3067\u3001\u5e73\u574755.9%\u304cUbu-Nav\u3067\u6210\u529f\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2601.20380v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2601.20380v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 28 Jan 2026 08:45:17 GMT)<\/li>\n\n\n\n<li>Baidu\u306b\u3088\u308bGUI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u300cWe introduce OmegaUse, a general-purpose GUI agent built on a parameter-efficient MoE architecture for autonomous task execution. OmegaUse is trained using a decoupled two-stage paradigm, and we present a holistic framework for building GUI agents that jointly addresses data construction and model training.\u300d\u3068\u306e\u3053\u3068\u3067\u30e2\u30c7\u30eb\u81ea\u4f53\u306b\u624b\u3092\u5165\u308c\u3066\u3044\u304f\u306e\u306f\u3055\u3059\u304c\u3002grounding model\u3068navigation model\u306f\u5206\u3051\u3066\u3044\u3066\u3001\u3053\u306e\u3042\u305f\u308a\u306e\u8a2d\u8a08\u306f\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306e\u5171\u901a\u6027\u3092\u611f\u3058\u308b<\/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":[181],"class_list":["post-8198","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gui-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8198","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=8198"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8198\/revisions"}],"predecessor-version":[{"id":8199,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8198\/revisions\/8199"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}