{"id":5735,"date":"2024-11-12T05:21:00","date_gmt":"2024-11-11T20:21:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5735"},"modified":"2024-11-12T05:21:00","modified_gmt":"2024-11-11T20:21:00","slug":"dynasaur-large-language-agents-beyond-predefined-actions","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5735","title":{"rendered":"DynaSaur: Large Language Agents Beyond Predefined Actions"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>DynaSaur: Large Language Agents Beyond Predefined Actions\u00a0<\/strong>[108.8]<br>\u65e2\u5b58\u306eLLM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u901a\u5e38\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u3067\u56fa\u5b9a\u30bb\u30c3\u30c8\u3068\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30bb\u30c3\u30c8\u304b\u3089\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u9078\u629e\u3059\u308b\u3002 \u52d5\u4f5c\u306e\u52d5\u7684\u751f\u6210\u3068\u69cb\u6210\u3092\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u5b9f\u73fe\u3059\u308bLLM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 GAIA\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u5b9f\u9a13\u306b\u3088\u308a, \u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u67d4\u8edf\u6027\u304c\u5411\u4e0a\u3057, \u5f93\u6765\u306e\u624b\u6cd5\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u305f\u3053\u3068\u304c\u78ba\u8a8d\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2411.01747v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2411.01747v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 04 Nov 2024 02:08:59 GMT)<\/li>\n\n\n\n<li>Agentic\u306a\u52d5\u304d\u306e\u5404\u30b9\u30c6\u30fc\u30b8\u3092Python\u30b3\u30fc\u30c9\u3068\u3057\u30b3\u30fc\u30c9\u751f\u6210\u3092\u4f7f\u3046\u3053\u3068\u306b\u3088\u3063\u3066\u67d4\u8edf\u6027\u3092\u5897\u3057\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002\u300cWe have explored an LLM agent framework that implements its own actions as Python functions to interact with the world and accumulate its generated actions over time, thus growing a toolset of actions for problem-solving in future tasks.\u300d<a href=\"https:\/\/huggingface.co\/spaces\/gaia-benchmark\/leaderboard\">GAIA Leaderboard &#8211; a Hugging Face Space by gaia-benchmark<\/a>\u3067\u9ad8\u3044\u6027\u80fd\u3092\u9054\u6210\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/adobe-research\/dynasaur\">GitHub &#8211; adobe-research\/dynasaur: Official repository for &#8220;DynaSaur: Large Language Agents Beyond Predefined Actions&#8221;<\/a>\u3000\uff08\u73fe\u6642\u70b9\u3067\u306f\u30b3\u30fc\u30c9\u304c\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u3066\u3044\u306a\u3044\u3088\u3046\uff09<\/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":[42,468],"class_list":["post-5735","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-468"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5735","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=5735"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5735\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5735"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5735"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5735"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}