{"id":7313,"date":"2025-08-18T10:24:00","date_gmt":"2025-08-18T01:24:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7313"},"modified":"2025-08-17T22:26:07","modified_gmt":"2025-08-17T13:26:07","slug":"memp-exploring-agent-procedural-memory","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7313","title":{"rendered":"Memp: Exploring Agent Procedural Memory"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Memp: Exploring Agent Procedural Memory\u00a0<\/strong>[72.4]<br>LLM(Large Language Models)\u30d9\u30fc\u30b9\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u69d8\u3005\u306a\u30bf\u30b9\u30af\u3092\u3053\u306a\u3059\u304c\u3001\u9759\u7684\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u624b\u52d5\u3067\u8a2d\u8a08\u307e\u305f\u306f\u7d61\u307f\u5408\u3046\u3088\u3046\u306a\u4e0d\u5b89\u5b9a\u306a\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u30e1\u30e2\u30ea\u306b\u60a9\u307e\u3055\u308c\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u904e\u53bb\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8ecc\u8de1\u3092\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u7d30\u7c92\u5ea6\u3068\u9ad8\u30ec\u30d9\u30eb\u306a\u30b9\u30af\u30ea\u30d7\u30c8\u30e9\u30a4\u30af\u306a\u62bd\u8c61\u5316\u306e\u4e21\u65b9\u306b\u84b8\u7559\u3059\u308bMemp\u3092\u63d0\u6848\u3059\u308b\u3002 \u30e1\u30e2\u30ea\u30ec\u30dd\u30b8\u30c8\u30ea\u304c\u6d17\u7df4\u3055\u308c\u308b\u306b\u3064\u308c\u3066\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7740\u5b9f\u306b\u9ad8\u3044\u6210\u529f\u7387\u3068\u985e\u4f3c\u30bf\u30b9\u30af\u306e\u52b9\u7387\u3092\u9054\u6210\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2508.06433v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2508.06433v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 08 Aug 2025 16:20:56 GMT)<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306eMemory\u5c0e\u5165\u3001\u300cEmpirical results on housework automation and information-seeking bench- marks show that leveraging procedural memory significantly boosts task success rates and efficiency. Beyond improving individual episodes, Memp supports continual learning and robust generalization, marking a step toward self-improving, resilient agents.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30e1\u30e2\u30ea\u7ba1\u7406\u306f\u30b7\u30f3\u30d7\u30eb\u306b\u884c\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\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":[42,244],"class_list":["post-7313","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-memory"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7313","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=7313"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7313\/revisions"}],"predecessor-version":[{"id":7314,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7313\/revisions\/7314"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7313"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7313"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7313"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}