{"id":4570,"date":"2024-03-18T04:30:00","date_gmt":"2024-03-17T19:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4570"},"modified":"2024-03-18T04:30:00","modified_gmt":"2024-03-17T19:30:00","slug":"trad-thought-retrieval-and-aligned-decision","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4570","title":{"rendered":"TRAD: Thought Retrieval and Aligned Decision"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision\u00a0<\/strong>[32.2]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001Web\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u306e\u305f\u3081\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u3053\u308c\u3089\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af(TRAD)\u3092\u63d0\u6848\u3059\u308b\u3002 TRAD\u306fThought Retrieval\u3092\u5b9f\u884c\u3057\u3001\u601d\u8003\u30de\u30c3\u30c1\u30f3\u30b0\u306b\u3088\u308b\u30b9\u30c6\u30c3\u30d7\u30ec\u30d9\u30eb\u306e\u30c7\u30e2\u9078\u629e\u3092\u5b9f\u73fe\u3059\u308b\u3002 \u305d\u3057\u3066\u3001TRAD\u306fAligned Decision\u3092\u5c0e\u5165\u3057\u3001\u691c\u7d22\u3057\u305f\u30c7\u30e2\u30b9\u30c6\u30c3\u30d7\u3092\u3001\u4ee5\u524d\u306e\u30b9\u30c6\u30c3\u30d7\u307e\u305f\u306f\u305d\u306e\u5f8c\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u88dc\u5b8c\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.06221v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.06221v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 10 Mar 2024 13:58:38 GMT)<\/li>\n\n\n\n<li>\u73fe\u6642\u70b9\u3067\u6709\u52b9\u305d\u3046\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u591a\u304f\u76db\u308a\u8fbc\u3093\u3060\u3088\u3046\u306b\u898b\u3048\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002\u300cFurthermore, TRAD has been deployed in real-world scenarios of a global business insurance company and improves the success rate of robotic process automation.\u300d\u3068\u3044\u3046\u306e\u306f\u51c4\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/skyriver-2000\/TRAD-Official\">SkyRiver-2000\/TRAD-Official: TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision (github.com)<\/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],"class_list":["post-4570","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4570","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=4570"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4570\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4570"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4570"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4570"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}