{"id":7790,"date":"2025-11-28T04:32:00","date_gmt":"2025-11-27T19:32:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7790"},"modified":"2025-11-23T08:41:55","modified_gmt":"2025-11-22T23:41:55","slug":"agentevolver-towards-efficient-self-evolving-agent-system","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7790","title":{"rendered":"AgentEvolver: Towards Efficient Self-Evolving Agent System\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>AgentEvolver: Towards Efficient Self-Evolving Agent System\u00a0<\/strong>[51.5]<br>\u672c\u7a3f\u3067\u306f,\u81ea\u5f8b\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5b66\u7fd2\u3092\u99c6\u52d5\u3059\u308b\u81ea\u5df1\u9032\u5316\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308bAgentEvolver\u3092\u7d39\u4ecb\u3059\u308b\u3002 AgentEvolver\u306f\u3001\u30bb\u30eb\u30d5\u30af\u30a8\u30b9\u30c8\u3001\u30bb\u30eb\u30d5\u30ca\u30d3\u30b2\u30fc\u30c8\u3001\u30bb\u30eb\u30d5\u30b3\u30f3\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3044\u30463\u3064\u306e\u30b7\u30ca\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u3002 \u4e88\u5099\u5b9f\u9a13\u306b\u3088\u308a\u3001AgentEvolver\u306f\u5f93\u6765\u306eRL\u30d9\u30fc\u30b9\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3068\u6bd4\u8f03\u3057\u3066\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u63a2\u7d22\u3001\u3088\u308a\u512a\u308c\u305f\u30b5\u30f3\u30d7\u30eb\u5229\u7528\u3001\u3088\u308a\u9ad8\u901f\u306a\u9069\u5fdc\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2511.10395v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2511.10395v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 14 Nov 2025 01:49:03 GMT)<\/li>\n\n\n\n<li>\u300cThe self-evolving process is driven by three synergistic mechanisms: Self-questioning for autonomous task generation, Self-navigating for experience- guided exploration, and Self-attributing for fine-grained credit assignment.\u300d\u304b\u3089\u306a\u308b\u81ea\u5df1\u6539\u5584\u30a2\u30d7\u30ed\u30fc\u30c1\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/modelscope\/AgentEvolver\">GitHub &#8211; modelscope\/AgentEvolver: AgentEvolver: Towards Efficient Self-Evolving Agent System<\/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":[356],"class_list":["post-7790","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-self-x"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7790","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=7790"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7790\/revisions"}],"predecessor-version":[{"id":7791,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7790\/revisions\/7791"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7790"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7790"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7790"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}