{"id":6273,"date":"2025-02-25T04:57:00","date_gmt":"2025-02-24T19:57:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6273"},"modified":"2025-02-25T04:57:00","modified_gmt":"2025-02-24T19:57:00","slug":"pc-agent-a-hierarchical-multi-agent-collaboration-framework-for-complex-task-automation-on-pc","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6273","title":{"rendered":"PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC\u00a0<\/strong>[98.8]<br>\u672c\u7a3f\u3067\u306f,PC-Agent\u3068\u3044\u3046\u968e\u5c64\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u8a8d\u8b58\u306e\u89b3\u70b9\u304b\u3089\u306f,\u73fe\u5728\u306eMLLM\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u5bfe\u3059\u308b\u8a8d\u8b58\u80fd\u529b\u306e\u4e0d\u5341\u5206\u3055\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306b,\u30a2\u30af\u30c6\u30a3\u30d6\u77e5\u899a\u30e2\u30b8\u30e5\u30fc\u30eb(APM)\u3092\u8003\u6848\u3059\u308b\u3002 \u610f\u601d\u6c7a\u5b9a\u306e\u89b3\u70b9\u304b\u3089\u3001\u8907\u96d1\u306a\u30e6\u30fc\u30b6\u547d\u4ee4\u3084\u76f8\u4e92\u4f9d\u5b58\u30b5\u30d6\u30bf\u30b9\u30af\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u6271\u3046\u305f\u3081\u306b\u3001\u968e\u5c64\u7684\u306a\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5354\u8abf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2502.14282v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2502.14282v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 20 Feb 2025 05:41:55 GMT)<\/li>\n\n\n\n<li>(1) Active Perception Module\u3001(2) Hierarchical Multi-agent Collaboration\u3001(3) Reflection-based Dynamic Decision-making\u3092\u7279\u5fb4\u3068\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002\u8a55\u4fa1\u306e\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3082\u69cb\u7bc9\u3002UFO\u3084Agent-S\u306b\u6bd4\u3079\u512a\u4f4d\u6027\u3092\u4e3b\u5f35\u3002<\/li>\n\n\n\n<li>Manger Agent \u3001Progress Agent \u3001Decision Agent \u3001Reflection Agent \u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3002 <\/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":[42,180],"class_list":["post-6273","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-gui"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6273","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=6273"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6273\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6273"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6273"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6273"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}