{"id":12857,"date":"2026-10-02T23:00:41","date_gmt":"2026-10-02T15:00:41","guid":{"rendered":"https:\/\/infernews.com\/blog\/autoguiworld-image-generators-as-visual-world-models-for-gui-agent\/"},"modified":"2026-10-02T23:12:02","modified_gmt":"2026-10-02T15:12:02","slug":"autoguiworld-image-generators-as-visual-world-models-for-gui-agent","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/autoguiworld-image-generators-as-visual-world-models-for-gui-agent\/","title":{"rendered":"AutoGUIWorld\uff1a\u8de8\u5e73\u53f0 GUI Agent \u8a13\u7df4\u5834\u666f\u53ca\u6a21\u578b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"8da6b9\" data-has-transparency=\"false\" style=\"--dominant-color: #8da6b9;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"434\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/image-1.png\" alt=\"\" class=\"wp-image-12862 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/image-1.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/image-1-300x127.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/image-1-767x325.png 767w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">GUI Agent \u8981\u5b78\u61c2\u8de8\u5e73\u53f0\u64cd\u4f5c\uff0c\u5f80\u5f80\u53d7\u9650\u65bc\u6536\u96c6\u8cc7\u6599\u6642\u80fd\u5920\u5b89\u88dd\u548c\u91cd\u8a2d\u7684\u8edf\u4ef6\u74b0\u5883\u3002AutoGUIWorld \u6703\u751f\u6210 Windows\u3001macOS\u3001Ubuntu\u3001Chrome\u3001Android \u6216 iOS \u7684 GUI \u5834\u666f\uff0c\u518d\u7531\u6a21\u578b\u898f\u5283\u9ede\u64ca\u3001\u958b\u555f\u3001\u5207\u63db\u7b49\u52d5\u4f5c\uff0c\u900f\u904e\u5716\u50cf\u7de8\u8f2f\u751f\u6210\u6bcf\u4e00\u6b65\u7684\u756b\u9762\u3002\u5b83\u5c6c\u65bc\u9762\u5411 Computer-use agents \u7684\u8cc7\u6599\u751f\u6210\u6846\u67b6\uff0c\u5728\u6bcb\u9808\u9010\u4e00\u555f\u52d5\u771f\u5be6\u61c9\u7528\u7a0b\u5f0f\u7684\u60c5\u6cc1\u4e0b\uff0c\u5efa\u7acb\u6709\u756b\u9762\u3001\u6709\u52d5\u4f5c\u3001\u6709\u5ea7\u6a19\u6a19\u8a3b\u7684\u8a13\u7df4\u8ecc\u8de1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AutoGUIWorld \u628a\u8a9e\u610f\u898f\u5283\u548c\u756b\u9762\u8f49\u63db\u5206\u958b\u3002Meta Planner \u5148\u6309\u5834\u666f\u5efa\u7acb\u4efb\u52d9\u53ca\u52d5\u4f5c\u5e8f\u5217\uff0cVoyager \u8b80\u53d6\u6700\u65b0\u7684\u4e7e\u6de8\u622a\u5716\uff0c\u63cf\u8ff0\u4e0b\u4e00\u500b\u8996\u89ba\u72c0\u614b\uff0c\u518d\u4ea4\u7531\u7368\u7acb\u7684\u6a21\u578b adapter \u8655\u7406\u6587\u5b57\u3001\u8996\u89ba\u548c\u5716\u50cf\u751f\u6210\u6216\u7de8\u8f2f\uff1bgrounding backend \u5247\u8ca0\u8cac\u627e\u51fa\u6307\u5411\u76ee\u6a19\u7684\u4f4d\u7f6e\u3002\u6bcf\u689d\u8ecc\u8de1\u6703\u4fdd\u7559 obs_k.png\u3001\u5e36\u6709\u76ee\u6a19\u6846\u7684 act_k.png\uff0c\u4ee5\u53ca\u8a18\u9304\u4efb\u52d9\u3001\u8a08\u5283\u3001\u52d5\u4f5c\u3001\u756b\u9762\u5c0d\u61c9\u3001grounding boxes \u548c provenance \u7684 meta.json\uff0c\u65b9\u4fbf\u65e5\u5f8c\u6aa2\u67e5\u548c\u91cd\u7528\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/cdn-uploads.huggingface.co\\\/production\\\/uploads\\\/67c443afb753bd020f9c97d8\\\/XYNFn9FGyPkxpzGgaefy_.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>\u8986\u84cb Windows 11\u3001macOS\u3001Ubuntu 24.04\u3001Chrome\u3001Android \u548c iOS \u5834\u666f<\/li>\n\n\n\n<li>\u6280\u8853\u5831\u544a\u4f7f\u7528\u7684 AutoGUIWorld \u8a13\u7df4\u96c6\u5305\u542b 79,266 \u500b grounded and filtered examples<\/li>\n\n\n\n<li>\u652f\u63f4 LocateAnything-3B\u3001MAI-UI \u6216\u8996\u89ba\u8a9e\u8a00 backend \u9032\u884c pointing grounding<\/li>\n\n\n\n<li>\u56fa\u5b9a random seed \u53ef\u91cd\u73fe\u7d50\u69cb\u5316\u5834\u666f\uff0c\u4f46\u6a21\u578b\u8f38\u51fa\u7684\u6587\u5b57\u548c\u50cf\u7d20\u4ecd\u53ef\u80fd\u6539\u8b8a<\/li>\n\n\n\n<li>\u751f\u6210\u8cc7\u6599\u4e0d\u6703\u5728\u771f\u5be6\u684c\u9762\u57f7\u884c\u52d5\u4f5c\uff0c\u4e5f\u4e0d\u6703\u81ea\u884c\u9a57\u8b49\u4efb\u52d9\u662f\u5426\u5b8c\u6210<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u96d6\u7136 AutoGUIWorld \u4ee5\u8996\u89ba\u751f\u6210\u63db\u53d6\u66f4\u5feb\u7684\u5834\u666f\u64f4\u5c55\u548c\u8f03\u4f4e\u7684\u74b0\u5883\u7ba1\u7406\u6210\u672c\u3002\u4ee3\u50f9\u662f\u751f\u6210\u756b\u9762\u672a\u5fc5\u7b49\u540c\u771f\u5be6\u8edf\u4ef6\u72c0\u614b\uff0c\u5716\u50cf\u6a21\u578b\u4e5f\u53ef\u80fd\u7522\u751f\u4e0d\u5408\u7406\u7684\u4ecb\u9762\u8f49\u63db\uff0c\u56e0\u6b64\u9805\u76ee\u63d0\u4f9b scene validity\u3001action alignment \u548c transition fidelity \u7b49\u54c1\u8cea\u6aa2\u67e5\uff0c\u4f46\u4e0d\u80fd\u628a\u9019\u4e9b\u6aa2\u67e5\u8996\u70ba\u771f\u5be6\u57f7\u884c\u7d50\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u516c\u958b\u7d50\u679c\u96c6\u4e2d\u5728\u8cc7\u6599\u751f\u6210\u548c\u6a21\u578b\u8a13\u7df4\u6d41\u7a0b\u3002\u7528\u5bb6\u53ef\u96a8\u6642\u4ee5\u8ecc\u8de1\u5fae\u8abf Qwen3.5-35B-A3B \uff0c\u5efa\u7acb\u5408\u6210\u8a13\u7df4\u8cc7\u6599\u3002\u5c0d\u53ea\u9700\u8981\u771f\u5be6\u64cd\u4f5c\u6210\u529f\u7387\u3001\u800c\u4e14\u4e0d\u80fd\u63a5\u53d7\u6a21\u64ec\u756b\u9762\u504f\u5dee\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ecd\u61c9\u628a\u771f\u5be6\u74b0\u5883\u6e2c\u8a66\u653e\u5728\u8cc7\u6599\u751f\u6210\u4e4b\u5f8c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/ImYangC7\/AutoGUIWorld\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/YangC777\/AGW-35B\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ee5\u5716\u50cf\u751f\u6210\u6a21\u64ec GUI \u72c0\u614b\u8f49\u63db\uff0c\u964d\u4f4e\u5efa\u7acb\u8de8\u5e73\u53f0\u5c0d\u771f\u5be6\u8edf\u4ef6\u74b0\u5883\u7684\u4f9d\u8cf4\u3002<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,116,76,127,185,30,197,24,166,168,167,199,209],"tags":[],"class_list":["post-12857","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-76","category-127","category-qwen","category-image","category-framework","category-aisoftware","category-mac","category-linux","category-win","category-dataset-","category-ui-ux"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12857","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=12857"}],"version-history":[{"count":4,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12857\/revisions"}],"predecessor-version":[{"id":12863,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12857\/revisions\/12863"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=12857"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=12857"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=12857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}