{"id":6575,"date":"2025-04-14T04:39:00","date_gmt":"2025-04-13T19:39:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6575"},"modified":"2025-04-14T04:39:00","modified_gmt":"2025-04-13T19:39:00","slug":"inducing-programmatic-skills-for-agentic-tasks","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6575","title":{"rendered":"Inducing Programmatic Skills for Agentic Tasks"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Inducing Programmatic Skills for Agentic Tasks\u00a0<\/strong>[54.0]<br>\u672c\u7814\u7a76\u3067\u306f,\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30d7\u30ed\u30b0\u30e9\u30e0\u30d9\u30fc\u30b9\u306e\u30b9\u30ad\u30eb\u3092\u305d\u306e\u5834\u3067\u8a98\u5c0e\u3057,\u691c\u8a3c\u3057,\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067,\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9069\u5fdc\u3092\u53ef\u80fd\u306b\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b9\u30ad\u30eb\u8a98\u5c0e(ASI)\u3092\u63d0\u6848\u3059\u308b\u3002 ASI\u306f\u9759\u7684\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u30c6\u30ad\u30b9\u30c8\u30b9\u30ad\u30eb\u309223.5%\u3001\u6210\u529f\u738711.3%\u3067\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.06821v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.06821v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 09 Apr 2025 12:25:37 GMT)<\/li>\n\n\n\n<li>\u300cWe present ASI, namely agent skill induction (\u00a72), that induces and applies programmatic skills along the process of solving user web navigation queries. More concretely, given a natural language (NL) query, the agent first generates an action trajectory attempting to solve the task using built-in, primitive actions such as click and scroll.\u300d\u3068\u3044\u3046\u611f\u3058\u3067\u30b9\u30ad\u30eb\u306e\u8868\u73fe\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u3092\u7528\u3044\u308b\u624b\u6cd5\u306e\u63d0\u6848\u3068\u6709\u52b9\u6027\u306e\u691c\u8a3c\u3002<\/li>\n\n\n\n<li>\u66d6\u6627\u3055\u3092\u542b\u3081\u3001\u8868\u73fe\u529b\u30fb\u62bd\u8c61\u5316\u306e\u65b9\u6cd5\u306a\u3069\u304b\u306a\u308a\u7570\u306a\u308b\u81ea\u7136\u8a00\u8a9e\u3068\u5f62\u5f0f\u8a00\u8a9e\u306e\u4f7f\u3044\u5206\u3051\u304c\u91cd\u8981\u306a\u306e\u304b\u306a\u30fc\u3068\u601d\u308f\u306a\u304f\u3082\u306a\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/zorazrw\/agent-skill-induction\">GitHub &#8211; zorazrw\/agent-skill-induction: Agent Skill Induction: &#8220;Inducing Programmatic Skills for Agentic Tasks&#8221;<\/a><\/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":[42,181],"class_list":["post-6575","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-gui-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6575","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=6575"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6575\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6575"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6575"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}