{"id":8125,"date":"2026-01-29T04:46:00","date_gmt":"2026-01-28T19:46:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8125"},"modified":"2026-01-24T20:48:37","modified_gmt":"2026-01-24T11:48:37","slug":"toward-efficient-agents-memory-tool-learning-and-planning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8125","title":{"rendered":"Toward Efficient Agents: Memory, Tool learning, and Planning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Toward Efficient Agents: Memory, Tool learning, and Planning\u00a0<\/strong>[96.9]<br>\u672c\u7a3f\u3067\u306f,\u30ec\u30a4\u30c6\u30f3\u30b7,\u30c8\u30fc\u30af\u30f3,\u30b9\u30c6\u30c3\u30d7\u306a\u3069\u306e\u30b3\u30b9\u30c8\u3092\u8003\u616e\u3057\u305f\u30e1\u30e2\u30ea,\u30c4\u30fc\u30eb\u5b66\u7fd2,\u8a08\u753b\u3068\u3044\u3046,\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e3\u3064\u306e\u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u52b9\u7387\u6027\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2601.14192v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2601.14192v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 20 Jan 2026 17:51:56 GMT)<\/li>\n\n\n\n<li>memory, tool learning, planning\u306e\u89b3\u70b9\u304b\u3089\u6574\u7406\u3055\u308c\u305fLLM based Agent\u306e\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u8ad6\u6587\u30ea\u30b9\u30c8\u306a\u3069\u304c<a href=\"https:\/\/github.com\/yxf203\/Awesome-Efficient-Agents\">GitHub &#8211; yxf203\/Awesome-Efficient-Agents: Survey and paper list on efficiency-guided LLM agents (memory, tool learning, planning).<\/a>\u306b\u3042\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":[42,387],"class_list":["post-8125","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8125","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=8125"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8125\/revisions"}],"predecessor-version":[{"id":8126,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8125\/revisions\/8126"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8125"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8125"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8125"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}