{"id":4105,"date":"2023-11-27T05:46:00","date_gmt":"2023-11-26T20:46:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4105"},"modified":"2023-11-27T05:46:00","modified_gmt":"2023-11-26T20:46:00","slug":"tptu-v2","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4105","title":{"rendered":"TPTU-v2"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems\u00a0<\/strong>[25.9]<br>\u672c\u7a3f\u3067\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u30bf\u30b9\u30af\u8a08\u753b\u30fb\u30c4\u30fc\u30eb\u5229\u7528(TPTU)\u80fd\u529b\u306e\u5411\u4e0a\u3092\u76ee\u7684\u3068\u3057\u305f\u5305\u62ec\u7684\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f3\u3064\u306e\u91cd\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002(1) API Retriever\u306f\u3001\u5229\u7528\u53ef\u80fd\u306a\u5e83\u7bc4\u56f2\u306a\u914d\u5217\u306e\u4e2d\u3067\u3001\u30e6\u30fc\u30b6\u30bf\u30b9\u30af\u306b\u6700\u3082\u95a2\u9023\u3059\u308bAPI\u3092\u9078\u629e\u3057\u3001(2) LLM Finetuner\u306f\u3001\u30bf\u30b9\u30af\u8a08\u753b\u3068API\u547c\u3073\u51fa\u3057\u306b\u3088\u308a\u9069\u3059\u308b\u3088\u3046\u306b\u3001\u30d9\u30fc\u30b9LSM\u3092\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3057\u3001(3)Demo Selector\u306f\u3001\u96e3\u3057\u3044API\u306b\u95a2\u9023\u3059\u308b\u3055\u307e\u3056\u307e\u306a\u30c7\u30e2\u3092\u9069\u5fdc\u7684\u306b\u691c\u7d22\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2311.11315v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2311.11315v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 19 Nov 2023 12:37:30 GMT)<\/li>\n\n\n\n<li><a href=\"https:\/\/devneko.jp\/wordpress\/?p=3678\">TPTU: Task Planning and Tool Usage of Large Language Model-based AI Agents \u2013 arXiv\u6700\u65b0\u8ad6\u6587\u306e\u7d39\u4ecb (devneko.jp)<\/a>\u306ev2\u30013\u30f6\u6708\u3067\u66f4\u65b0\u3068\u3044\u3046\u4eca\u306e\u30b9\u30d4\u30fc\u30c9\u611f\u3002<\/li>\n\n\n\n<li>API Retriever\u3001LLM Finetuner\u3001Demo Selector\u304b\u3089\u306a\u308b\u69cb\u6210\u3001ToolBench\u306e\u7d50\u679c\u306f\u9ad8\u3044\u3088\u3046\u306b\u601d\u3048\u308b\u304c\u8a73\u7d30\u306a\u60c5\u5831\u304c\u6b32\u3057\u3044\u3068\u3053\u308d\u3002\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":[42,223,636],"class_list":["post-4105","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-llm","tag-636"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4105","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=4105"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4105\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4105"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4105"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4105"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}