{"id":4410,"date":"2024-02-21T07:23:00","date_gmt":"2024-02-20T22:23:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4410"},"modified":"2024-02-21T07:23:00","modified_gmt":"2024-02-20T22:23:00","slug":"can-large-language-model-agents-simulate-human-trust-behaviors","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4410","title":{"rendered":"Can Large Language Model Agents Simulate Human Trust Behaviors?"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Can Large Language Model Agents Simulate Human Trust Behaviors?\u00a0<\/strong>[75.7]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u4f1a\u79d1\u5b66\u306a\u3069\u306e\u5fdc\u7528\u306b\u304a\u3044\u3066\u4eba\u9593\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u305f\u3081\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u307e\u3059\u307e\u3059\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u4eba\u9593\u540c\u58eb\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3084\u4fe1\u983c\u306e\u6700\u3082\u91cd\u8981\u306a\u884c\u52d5\u306e\u4e00\u3064\u306b\u7126\u70b9\u3092\u3042\u3066,LLM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4eba\u9593\u306e\u4fe1\u983c\u884c\u52d5\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3092\u691c\u8a0e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.04559v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.04559v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 7 Feb 2024 03:37:19 GMT)<\/li>\n\n\n\n<li>LLM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u884c\u52d5\uff08\uff1f\uff09\u5206\u6790\u3002\u4e0b\u8a18\u304cFindings\u3068\u306e\u3053\u3068\u3060\u304c\u4eba\u3063\u307d\u3044\u52d5\u304d\u3060\u306a\u30fc\u3068\u3044\u3046\u5370\u8c61\u306e\u307b\u304b\u3001\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u52d5\u4f5c\u304c\u7570\u306a\u308b\u3082\u306e\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>LLM agents generally exhibit trust behaviors under the framework of Trust Game.<\/li>\n\n\n\n<li>LLM agents\u2019 trust behaviors can exhibit high behavioral alignment with those of humans over behavioral factors, including reciprocity anticipation, risk perception, prosocial preference, and behavioral dynamics.<\/li>\n\n\n\n<li>LLM agents\u2019 trust behaviors have demographic biases, have a relative preference towards humans compared to agents, are easier to be undermined than to be enhanced, and can be influenced by reasoning strategies.<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/www.camel-ai.org\/research\/agent-trust\">CAMEL-AI &#8211; AgentTrust<\/a>\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/camel-ai\/agent-trust\">camel-ai\/agent-trust: The code for &#8220;Can Large Language Model Agents Simulate Human Trust Behaviors?&#8221; (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":[621],"class_list":["post-4410","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-621"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4410","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=4410"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4410\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4410"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4410"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4410"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}