{"id":7615,"date":"2025-10-23T06:48:00","date_gmt":"2025-10-22T21:48:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7615"},"modified":"2025-10-18T14:54:48","modified_gmt":"2025-10-18T05:54:48","slug":"memory-as-action-autonomous-context-curation-for-long-horizon-agentic-tasks","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7615","title":{"rendered":"Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks\u00a0<\/strong>[23.2]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u9577\u671f\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u8ab2\u984c\u306b\u76f4\u9762\u3057\u307e\u3059\u3002 \u65e2\u5b58\u306e\u30ef\u30fc\u30ad\u30f3\u30b0\u30e1\u30e2\u30ea\u30e1\u30bd\u30c3\u30c9\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30b3\u30a2\u30dd\u30ea\u30b7\u30fc\u304b\u3089\u5207\u308a\u96e2\u3055\u308c\u305f\u5916\u90e8\u30e1\u30ab\u30cb\u30ba\u30e0\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u4e00\u8cab\u3057\u305f\u30dd\u30ea\u30b7\u30fc\u306e\u4e00\u90e8\u3068\u3057\u3066\u660e\u793a\u7684\u306a\u7de8\u96c6\u64cd\u4f5c\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067,\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4f5c\u696d\u30e1\u30e2\u30ea\u3092\u7a4d\u6975\u7684\u306b\u7ba1\u7406\u3059\u308b\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af,Memory-as-Action\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.12635v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.12635v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 14 Oct 2025 15:29:57 GMT)<\/li>\n\n\n\n<li>\u300cThis work introduces Memory-as-Action, a framework that treats working memory management as an integral part of an agent\u2019s decision-making process, rather than as an external module. By formalizing memory operations as explicit actions, a single policy can learn to interleave task reasoning with context curation.\u300d\u3068\u3044\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3001\u4f5c\u696d\u9818\u57df\u7ba1\u7406\u3068\u63a8\u8ad6\u3092\u540c\u6642\u7ba1\u7406\u3059\u308b\u624b\u6cd5\u306e\u512a\u4f4d\u6027\u3092\u4e3b\u5f35\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":[8,244],"class_list":["post-7615","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-action","tag-memory"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7615","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=7615"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7615\/revisions"}],"predecessor-version":[{"id":7616,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7615\/revisions\/7616"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7615"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7615"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7615"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}