{"id":6503,"date":"2025-04-10T05:52:00","date_gmt":"2025-04-09T20:52:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6503"},"modified":"2025-04-10T05:52:00","modified_gmt":"2025-04-09T20:52:00","slug":"large-language-model-agent-a-survey-on-methodology-applications-and-challenges","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6503","title":{"rendered":"Large Language Model Agent: A Survey on Methodology, Applications and Challenges"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Large Language Model Agent: A Survey on Methodology, Applications and Challenges\u00a0<\/strong>[88.3]<br>\u5927\u304d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u76ee\u6a19\u99c6\u52d5\u306e\u632f\u308b\u821e\u3044\u3068\u52d5\u7684\u9069\u5fdc\u80fd\u529b\u3092\u6301\u3061\u3001\u4eba\u5de5\u77e5\u80fd\u3078\u306e\u91cd\u8981\u306a\u7d4c\u8def\u3092\u793a\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002 \u672c\u8abf\u67fb\u306f, LLM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u65b9\u6cd5\u8ad6\u4e2d\u5fc3\u306e\u5206\u985e\u6cd5\u306b\u3088\u308a\u4f53\u7cfb\u7684\u306b\u5206\u89e3\u3059\u308b\u3002 \u79c1\u305f\u3061\u306e\u4f5c\u696d\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u7bc9\u65b9\u6cd5\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u65b9\u6cd5\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u3069\u306e\u3088\u3046\u306b\u9032\u5316\u3059\u308b\u304b\u3001\u3068\u3044\u3046\u3001\u7d71\u4e00\u3055\u308c\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u8996\u70b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2503.21460v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2503.21460v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 27 Mar 2025 12:50:17 GMT)<\/li>\n\n\n\n<li>LLM\u306b\u3088\u3063\u3066\u6025\u901f\u306b\u5e83\u304c\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30b5\u30fc\u30d9\u30a4\u3002\u300cDespite remarkable progress, significant challenges remain, including scalability limitations, memory constraints, reliability concerns, and inadequate evaluation frameworks.\u300d<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/luo-junyu\/Awesome-Agent-Papers\">GitHub &#8211; luo-junyu\/Awesome-Agent-Papers: Large Language Model Agent: A Survey on Methodology, Applications and Challenges<\/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":[42,387],"class_list":["post-6503","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\/6503","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=6503"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6503\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6503"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6503"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6503"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}