{"id":5656,"date":"2024-10-23T06:13:00","date_gmt":"2024-10-22T21:13:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5656"},"modified":"2024-10-23T06:13:00","modified_gmt":"2024-10-22T21:13:00","slug":"proactive-agent-shifting-llm-agents-from-reactive-responses-to-active-assistance","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5656","title":{"rendered":"Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance\u00a0<\/strong>[95.0]<br>\u6211\u3005\u306f\u3001\u4eba\u9593\u306e\u6307\u793a\u306a\u3057\u306b\u30bf\u30b9\u30af\u3092\u4e88\u6e2c\u304a\u3088\u3073\u958b\u59cb\u3067\u304d\u308b\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u3068\u3044\u3046\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u3002 \u307e\u305a,\u5b9f\u4e16\u754c\u306e\u4eba\u7684\u6d3b\u52d5\u3092\u53ce\u96c6\u3057,\u524d\u5411\u304d\u306a\u30bf\u30b9\u30af\u4e88\u6e2c\u3092\u751f\u6210\u3059\u308b\u3002 \u3053\u308c\u3089\u306e\u4e88\u6e2c\u306f\u3001\u30d2\u30c8\u306e\u30a2\u30ce\u30c6\u30fc\u30bf\u306b\u3088\u3063\u3066\u53d7\u3051\u5165\u308c\u3089\u308c\u308b\u304b\u62d2\u5426\u3055\u308c\u308b\u304b\u306e\u3069\u3061\u3089\u304b\u3068\u3057\u3066\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u308b\u3002 \u30e9\u30d9\u30eb\u4ed8\u304d\u30c7\u30fc\u30bf\u306f\u3001\u4eba\u9593\u306e\u5224\u65ad\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u5831\u916c\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.12361v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.12361v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 16 Oct 2024 08:24:09 GMT)<\/li>\n\n\n\n<li>\u6307\u793a\u306a\u3057\u3067\u52d5\u304f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3001\u300cwe investigate a new scenario where the agent autonomously predicts tasks users might assign, aiming to offer assistance proactively\u300d\u3068\u3044\u3046\u8a2d\u5b9a\u3002ProactiveBench\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u69cb\u7bc9\u3057\u8a55\u4fa1\u3092\u884c\u3063\u3066\u3044\u308b\u3002fine tuning\u304c\u975e\u5e38\u306b\u6709\u52b9\u305d\u3046\u306b\u898b\u3048\u308b\u306e\u306f\u30bf\u30b9\u30af\u306e\u7279\u6b8a\u6027\u304c\u539f\u56e0\u3060\u308d\u3046\u304b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/thunlp\/ProactiveAgent\">GitHub &#8211; thunlp\/ProactiveAgent: A LLM-based Agent that predict its tasks proactively.<\/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":[42,309],"class_list":["post-5656","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-proactive"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5656","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=5656"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5656\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5656"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5656"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}