{"id":4788,"date":"2024-04-30T03:11:00","date_gmt":"2024-04-29T18:11:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4788"},"modified":"2024-04-30T03:11:00","modified_gmt":"2024-04-29T18:11:00","slug":"cooperate-or-collapse-emergence-of-sustainability-behaviors-in-a-society-of-llm-agents","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4788","title":{"rendered":"Cooperate or Collapse: Emergence of Sustainability Behaviors in a Society of LLM Agents"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Cooperate or Collapse: Emergence of Sustainability Behaviors in a Society of LLM Agents\u00a0<\/strong>[101.2]<br>\u672c\u7a3f\u3067\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306b\u304a\u3051\u308b\u6226\u7565\u7684\u76f8\u4e92\u4f5c\u7528\u3068\u5354\u8abf\u7684\u610f\u601d\u6c7a\u5b9a\u3092\u7814\u7a76\u3059\u308b\u305f\u3081\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308bGovSim\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\u3002 \u6211\u3005\u306f,AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u8cc7\u6e90\u5171\u6709\u306e\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u3092\u63a2\u6c42\u3057,\u502b\u7406\u7684\u8003\u5bdf,\u6226\u7565\u7684\u8a08\u753b,\u4ea4\u6e09\u30b9\u30ad\u30eb\u306e\u91cd\u8981\u6027\u3092\u5f37\u8abf\u3057\u305f\u3002 GovSim\u3067\u306f\u300115\u306e\u8a66\u9a13\u3055\u308c\u305fLLM\u306e\u3046\u3061\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u7d50\u679c\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u306e\u306f\u308f\u305a\u304b2\u3064\u3067\u3042\u308a\u3001\u30e2\u30c7\u30eb\u304c\u5171\u6709\u30ea\u30bd\u30fc\u30b9\u3092\u7ba1\u7406\u3059\u308b\u80fd\u529b\u306b\u91cd\u5927\u306a\u30ae\u30e3\u30c3\u30d7\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u5506\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2404.16698v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2404.16698v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 25 Apr 2024 15:59:16 GMT)<\/li>\n\n\n\n<li>LLM\u3092\u7528\u3044\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6226\u7565\u7684\u306a\u8a08\u753b\u3084\u4ea4\u6e09\u3001\u5354\u8abf\u306a\u3069\u304c\u53ef\u80fd\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u74b0\u5883\u306e\u63d0\u6848\u3002\u6bce\u6708\u4f55\u30c8\u30f3\u306e\u9b5a\u3092\u53d6\u308c\u3070\u3088\u3044\u304b\uff1f\u3068\u3044\u3046\u30b7\u30ca\u30ea\u30aa\u3067\u8907\u6570\u306eLLM\u3092\u691c\u8a3c\u3002\u300c\u00a0GPT-4 successfully maintains the shared resource over the long term, achieving nearly the maximum possible reward, while Claude-3 Opus fails to maintain the resource, with some runs collapsing before reaching 12 months.\u300d\u300conly GPT-4 and Claude-3 Opus, across all models tested, are able to do universalized hypothesis\u300d\u3068GPT-4\u306f\u5f37\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/giorgiopiatti\/GovSim\">GitHub &#8211; giorgiopiatti\/GovSim: Governance of the Commons Simulation (GovSim)<\/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":[223,621],"class_list":["post-4788","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-621"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4788","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=4788"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4788\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4788"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4788"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4788"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}