{"id":4881,"date":"2024-05-20T05:26:00","date_gmt":"2024-05-19T20:26:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4881"},"modified":"2024-05-20T05:26:00","modified_gmt":"2024-05-19T20:26:00","slug":"sga-scientific-generative-agent","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4881","title":{"rendered":"SGA: Scientific Generative Agent"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery\u00a0<\/strong>[141.4]<br>\u672c\u7a3f\u3067\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u77e5\u8b58\u99c6\u52d5\u578b\u62bd\u8c61\u63a8\u8ad6\u80fd\u529b\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u8a08\u7b97\u529b\u3067\u5f37\u5316\u3059\u308b\u3053\u3068\u3092\u63d0\u6848\u3059\u308b\u3002 \u672c\u7a3f\u3067\u306f,2\u6bb5\u968e\u6700\u9069\u5316\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bSGA(Scientific Generative Agent)\u3092\u7d39\u4ecb\u3059\u308b\u3002 \u6cd5\u767a\u898b\u3068\u5206\u5b50\u8a2d\u8a08\u306b\u304a\u3051\u308b\u67a0\u7d44\u307f\u306e\u6709\u52b9\u6027\u3092\u5b9f\u8a3c\u3059\u308b\u305f\u3081\u306e\u5b9f\u9a13\u3092\u884c\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2405.09783v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2405.09783v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 16 May 2024 03:04:10 GMT)<\/li>\n\n\n\n<li>\u7269\u7406\u7684\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068LLM\u3092\u7d44\u307f\u3042\u308f\u305b\u79d1\u5b66\u7684\u767a\u898b\u3092\u304a\u3053\u306a\u3046\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002\u300cIn conclution, we present Scientific Generative Agent, a bilevel optimization framework: LLMs serve as knowledgeable and adaptable thinkers, formulating scientific solutions like physics equations or molecule structures; concurrently, simulations operate as platforms for experimentation, offering observational feedback and optimizing continuous components like physical parameters.\u300d\u3068\u3001LLM\u304c\u4eba\u9593\u7684\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>SORA\u306e\u3088\u3046\u306a\uff08\u7269\u7406\u30fb\u4e16\u754c\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u30fc\u3068\u3057\u3066\u306e\uff09\u52d5\u753b\u751f\u6210\u30e2\u30c7\u30eb\u3068\u7d44\u307f\u5408\u308f\u3055\u308b\u3068\u81ea\u5df1\u5b8c\u7d50\u7684\u306b\u6df1\u3044\u601d\u8003\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u306e\u3060\u308d\u3046\u304b\u3002\u305d\u3053\u307e\u3067\u884c\u304f\u3068AGI\u306e\u4e16\u754c\u306b\u306a\u308a\u305d\u3046\u306a\u6c17\u304c\u3059\u308b\u3002\u3002<\/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":[42,622],"class_list":["post-4881","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-622"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4881","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=4881"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4881\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4881"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4881"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4881"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}