{"id":12478,"date":"2026-09-22T00:20:35","date_gmt":"2026-09-21T16:20:35","guid":{"rendered":"https:\/\/infernews.com\/blog\/mintact\/"},"modified":"2026-09-22T00:23:21","modified_gmt":"2026-09-21T16:23:21","slug":"mintact","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/mintact\/","title":{"rendered":"[\u6280\u8853\u6587\u7ae0] MintAct \u628a\u8de8\u5e73\u53f0\u8996\u89ba\u4ee3\u7406\u6574\u5408\u5230\u55ae\u4e00\u6a21\u578b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/pasted-39a5a59f9a9d.jpg\" alt=\"Hero image preview\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u860b\u679c\u96fb\u8166\u5373\u5c07\u63a8\u51fa\u4e00\u500b\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\u7cfb\u5217\uff0c\u5b83\u7d71\u4e00\u4e86\u8de8\u884c\u52d5\u88dd\u7f6e\u3001\u684c\u9762\u548cWeb\u7684\u591a\u6b65\u9a5f\u5c0e\u822a\u4ee5\u53ca\u8996\u89ba\u5316\u5de5\u5177\uff0c\u4e26\u5df2\u5728 2B \u30014B \u548c 8B \u4e0a\u9032\u884c\u4e86\u8a13\u7df4\u3002\u860b\u679c\u8a8d\u70ba\u8b93 AI \u76f4\u63a5\u64cd\u4f5c\u624b\u6a5f\u3001\u684c\u9762\u6216\u7db2\u9801\uff0c\u55ae\u662f\u770b\u61c2\u756b\u9762\u4e26\u4e0d\u8db3\u5920\uff0c\u9084\u8981\u6e96\u78ba\u9ede\u64ca\u76ee\u6a19\u3001\u5b8c\u6210\u591a\u6b65\u9a5f\u4efb\u52d9\uff0c\u4ee5\u53ca\u5728\u9700\u8981\u6642\u547c\u53eb\u5916\u90e8\u5de5\u5177\u3002MintAct \u662f\u4e00\u7cfb\u5217\u7d71\u4e00\u7684 vision-language models\uff0c\u91dd\u5c0d\u9019\u4e9b\u5206\u6563\u80fd\u529b\u63d0\u4f9b\u55ae\u4e00\u8996\u89ba\u4ee3\u7406\uff0c\u4e26\u63a8\u51fa 2B\u30014B \u8207 8B \u4e09\u7a2e\u898f\u6a21\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u5e38\u505a\u6cd5\u662f UI grounding\u3001\u624b\u6a5f\u5c0e\u822a\u3001\u684c\u9762\u63a7\u5236\u3001\u7db2\u9801\u5c0e\u822a\u53ca\u8996\u89ba\u5de5\u5177\u4f7f\u7528\u5404\u81ea\u8a13\u7df4\u5c08\u9580\u6a21\u578b\u3002\u9019\u7a2e per-domain specialist \u7bc4\u5f0f\u9700\u8981\u5206\u958b\u7dad\u8b77\uff0c\u6a21\u578b\u4e4b\u9593\u4ea6\u53ef\u80fd\u56e0\u89c0\u5bdf\u7a7a\u9593\u3001\u52d5\u4f5c\u65b9\u5f0f\u548c\u8cc7\u6599\u4f86\u6e90\u4e0d\u540c\u800c\u4e92\u76f8\u5e72\u64fe\uff1b\u76f4\u63a5\u6df7\u5408\u8cc7\u6599\uff0c\u66f4\u53ef\u80fd\u4ee4\u5404\u9818\u57df\u8868\u73fe\u4e0b\u964d\u3002MintAct \u6539\u7528\u591a\u968e\u6bb5\u8a13\u7df4\uff0c\u5148\u4ee5 grounding \u548c\u591a\u6b65\u9a5f\u76e3\u7763\u5b78\u7fd2\u5efa\u7acb\u57fa\u790e\uff0c\u518d\u914d\u5408\u5f37\u5316\u5b78\u7fd2\uff08reinforcement learning\uff0cRL\uff09\u6574\u5408\u8de8\u5e73\u53f0\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9805\u76ee\u7684\u95dc\u9375\u4e0d\u53ea\u5728\u6a21\u578b\u672c\u8eab\uff0c\u4e5f\u5305\u62ec\u652f\u63f4\u8a13\u7df4\u7684\u74b0\u5883\u548c\u8cc7\u6599\u57fa\u790e\u8a2d\u65bd\u3002\u5718\u968a\u8b93\u6578\u767e\u500b\u4e0d\u540c\u5f8c\u7aef\u7684\u74b0\u5883\u4e26\u884c\u904b\u4f5c\uff0c\u540c\u6642\u6536\u96c6 trajectory data \u548c\u9032\u884c online RL\uff1b\u975e\u540c\u6b65\u6846\u67b6\u5247\u63a7\u5236\u4e0d\u540c\u9818\u57df\u7684\u8a13\u7df4\u6bd4\u4f8b\uff0c\u6e1b\u5c11\u74b0\u5883\u901f\u5ea6\u4e0d\u4e00\u3001\u56de\u994b\u96dc\u8a0a\u53ca off-policy drift \u5e36\u4f86\u7684\u4e0d\u7a69\u5b9a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MintAct \u5728\u76f8\u8fd1\u6a21\u578b\u898f\u6a21\u4e0b\uff0c\u8072\u7a31\u80fd\u8ffd\u5e73\u5404\u9818\u57df\u5c08\u9580\u6a21\u578b\u7684\u8868\u73fe\uff0c\u4e26\u5728 OSWorld-Verified \u53d6\u5f97 48.9 \u5206\u7684\u7d50\u679c\u3002\u5c0d\u9700\u8981<mark>\u5728\u88dd\u7f6e\u7aef\u904b\u884c\u3001\u53c8\u4e0d\u60f3\u540c\u6642\u670d\u52d9\u591a\u500b\u5c08\u9580\u6a21\u578b<\/mark>\u7684\u5de5\u4f5c\u6d41\u800c\u8a00\uff0c\u9019\u7a2e\u7d71\u4e00\u8a2d\u8a08\u5177\u5099\u5be6\u969b\u5438\u5f15\u529b\uff0c\u4f46\u8de8\u9818\u57df\u4e92\u76f8\u5e72\u64fe\u3001\u74b0\u5883\u56de\u994b\u53ef\u9760\u6027\u548c\u9577\u6642\u5e8f\u4efb\u52d9\u7a69\u5b9a\u6027\uff0c\u4ecd\u662f\u90e8\u7f72\u6642\u9700\u8981\u6301\u7e8c\u9a57\u8b49\u7684\u9650\u5236\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7d71\u4e00 UI grounding\u3001\u591a\u6b65\u9a5f\u5c0e\u822a\u53ca\u8996\u89ba\u5de5\u5177\u4f7f\u7528<\/li>\n\n\n\n<li>\u8986\u84cb\u624b\u6a5f\u3001\u684c\u9762\u8207\u7db2\u9801\u74b0\u5883<\/li>\n\n\n\n<li>\u63d0\u4f9b 2B\u30014B\u30018B \u6a21\u578b\u898f\u6a21<\/li>\n\n\n\n<li>\u900f\u904e\u975e\u540c\u6b65 RL \u63a7\u5236\u8de8\u9818\u57df\u8a13\u7df4\u5206\u4f48<\/li>\n\n\n\n<li>OSWorld-Verified \u5f97\u5206\u70ba 48.9<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/arxiv.org\/pdf\/2609.22083\" rel=\"noopener noreferrer\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7531\u624b\u6a5f\u3001\u684c\u9762\u5230\u7db2\u9801\u64cd\u4f5c\uff0cMintAct\u5617\u8a66\u7528\u4e00\u500b\u8f15\u91cf\u6a21\u578b\u517c\u9867\u5b9a\u4f4d\u3001\u5c0e\u822a\u8207\u8996\u89ba\u5de5\u5177\u4f7f\u7528\u3002<\/p>\n","protected":false},"author":8,"featured_media":12477,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[116,127,178,197,38,187,209],"tags":[],"class_list":["post-12478","post","type-post","status-publish","format-standard","hentry","category-agentic","category-127","category-google","category-framework","category-38","category-187","category-ui-ux"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12478","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=12478"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12478\/revisions"}],"predecessor-version":[{"id":12480,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12478\/revisions\/12480"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/12477"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=12478"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=12478"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=12478"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}