
{"id":8591,"date":"2026-05-30T00:31:30","date_gmt":"2026-05-29T16:31:30","guid":{"rendered":"https:\/\/infernews.com\/blog\/ui-kobe\/"},"modified":"2026-05-30T00:31:30","modified_gmt":"2026-05-29T16:31:30","slug":"ui-kobe","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/ui-kobe\/","title":{"rendered":"UI-KOBE\uff1a\u5e6b\u624b\u6a5f\u4ee3\u7406\u5148\u8a8d\u8def\u518d\u64cd\u4f5c"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/pasted-4a9e5e5b37ba.jpg\" alt=\"Repository image for YuxiangChai\/UI-KOBE\"><\/figure>\n<p>UI-KOBE \u662f\u4e00\u500b\u9762\u5411\u624b\u6a5f\u5716\u5f62\u4ecb\u9762\u4ee3\u7406\u7684\u9805\u76ee\uff0c\u6838\u5fc3\u505a\u6cd5\u662f\u5148\u63a2\u7d22 Android app\uff0c\u518d\u628a\u756b\u9762\u8207\u64cd\u4f5c\u8def\u5f91\u6574\u7406\u6210\u72c0\u614b\u8f49\u79fb\u5716\u3002\u5c0d\u975e\u7814\u7a76\u80cc\u666f\u7684\u8b80\u8005\u4f86\u8aaa\uff0c\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u6210\u5148\u66ff\u4ee3\u7406\u756b\u597d\u5730\u5716\uff0c\u4e4b\u5f8c\u4ee3\u7406\u5c31\u4e0d\u7528\u6bcf\u4e00\u6b65\u90fd\u76f2\u649e\u3002<\/p>\n<p>\u52d5\u624b\u4f7f\u7528\u9019\u500b\u9805\u76ee\uff0c\u9700\u8981\u5148\u5099\u597d Python 3.10\u3001uv\u3001Android SDK\u3001adb\u3001emulator\uff0c\u4ee5\u53ca\u5df2\u5b89\u88dd\u76ee\u6a19 app \u7684 Android Virtual Device\uff0c\u53e6\u5916\u9084\u8981\u63d0\u4f9b VLM \u670d\u52d9\u6191\u8b49\u3002\u5b83\u4f9d\u8cf4 AITK\uff0c\u4e26\u53ef\u628a\u7522\u751f\u7684\u5716\u62ff\u53bb\u914d\u5408 AITK \u6216 Android World \u4f7f\u7528\uff0c\u6240\u4ee5\u8f03\u9069\u5408\u5df2\u7d93\u6709 Android \u81ea\u52d5\u5316\u6216\u4ee3\u7406\u6e2c\u8a66\u6d41\u7a0b\u7684\u4eba\u3002<\/p>\n<p>\u9019\u500b\u9805\u76ee\u89e3\u6c7a\u7684\u554f\u984c\u5f88\u660e\u78ba\uff1a\u624b\u6a5f\u4ee3\u7406\u5728 app \u5167\u5de5\u4f5c\u6642\uff0c\u5bb9\u6613\u56e0\u756b\u9762\u8b8a\u5316\u3001\u6309\u9215\u4f4d\u7f6e\u6216\u6d41\u7a0b\u5206\u652f\u800c\u8ff7\u8def\u3002UI-KOBE \u6703\u5148\u958b\u555f app\u3001\u89c0\u5bdf\u756b\u9762\u3001\u9078\u64c7\u63a2\u7d22\u52d5\u4f5c\uff0c\u518d\u8a18\u9304\u7d50\u679c\uff1b\u6bcf\u500b app \u72c0\u614b\u6210\u70ba\u5716\u7bc0\u9ede\uff0c\u80fd\u628a\u72c0\u614b\u6539\u8b8a\u7684\u64cd\u4f5c\u8b8a\u6210\u908a\uff0c\u4e4b\u5f8c\u57f7\u884c\u968e\u6bb5\u53ef\u5148\u5339\u914d\u7576\u524d\u756b\u9762\uff0c\u518d\u5f9e\u9644\u8fd1\u8def\u5f91\u9078\u4e0b\u4e00\u6b65\uff0c\u5fc5\u8981\u6642\u4e5f\u53ef\u7528 free-form fallback action \u88dc\u4f4d\u3002<\/p>\n<ul>\n<li>\u5148\u5efa\u7acb UI knowledge graph\uff0c\u518d\u4ea4\u7d66\u4e0b\u6e38\u4ee3\u7406\u5c0e\u822a<\/li>\n<li>\u53ef\u63a5\u5230 AITK \u8207 Android World \u4ee3\u7406\u6d41\u7a0b<\/li>\n<li>\u4f9d\u9760 state-transition graphs \u6e1b\u5c11\u76f2\u76ee\u9ede\u64ca\u8207\u91cd\u8907\u63a2\u7d22<\/li>\n<li>\u5167\u542b explore\u3001audit_graph\u3001plot_graph \u7b49\u8173\u672c\uff0c\u65b9\u4fbf\u6aa2\u67e5\u5716\u5167\u5bb9<\/li>\n<\/ul>\n<p>\u5f9e\u8a2d\u8a08\u770b\uff0cUI-KOBE \u7684\u5275\u65b0\u9ede\u4e0d\u5728\u55ae\u4e00\u6a21\u578b\uff0c\u800c\u5728\u628a\u63a2\u7d22\u8207\u57f7\u884c\u62c6\u6210\u5169\u6bb5\uff1a\u5148\u7d2f\u7a4d app \u7d50\u69cb\u77e5\u8b58\uff0c\u518d\u65bc runtime \u91cd\u7528\u3002\u5132\u5b58\u5eab\u4ea6\u63d0\u5230 UI-KOBE v2 runtime \u6703\u8f09\u5165\u5716\u3001\u6bd4\u5c0d\u7576\u524d\u756b\u9762\u7bc0\u9ede\uff0c\u518d\u6839\u64da\u5716\u908a\u6c7a\u7b56\uff1b\u9019\u7a2e\u505a\u6cd5\u5728\u591a\u6b65\u9a5f app \u4efb\u52d9\u4e2d\uff0c\u7406\u8ad6\u4e0a\u6bd4\u7d14\u5373\u6642\u6c7a\u7b56\u66f4\u7a69\u3002<\/p>\n<p>\u5c31\u7528\u9014\u800c\u8a00\uff0c\u9019\u500b\u9805\u76ee\u5f88\u9069\u5408\u7814\u7a76 Computer-use agents\uff08CUAs\uff09\u3001mobile GUI agents\u3001Android \u4efb\u52d9\u4ee3\u7406\u3002<\/p>\n<p><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/YuxiangChai\/UI-KOBE\" rel=\"noopener noreferrer\">https:\/\/github.com\/YuxiangChai\/UI-KOBE<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>UI-KOBE \u5148\u63a2\u7d22 Android App\uff0c\u518d\u5efa\u7acb\u756b\u9762\u72c0\u614b\u5716\u3002\u4e4b\u5f8c\u4ea4\u7d66\u4ee3\u7406\u4f7f\u7528\uff0c\u5c0e\u822a\u6703\u66f4\u7a69\u5b9a\u3002<\/p>\n","protected":false},"author":8,"featured_media":8590,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,164,116,197],"tags":[],"class_list":["post-8591","post","type-post","status-publish","format-standard","hentry","category-133","category-164","category-agentic","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8591","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=8591"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8591\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8590"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8591"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8591"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8591"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}