{"id":5198,"date":"2024-07-23T03:36:00","date_gmt":"2024-07-22T18:36:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5198"},"modified":"2024-07-23T03:36:00","modified_gmt":"2024-07-22T18:36:00","slug":"self-evolving-gpt-a-lifelong-autonomous-experiential-learner","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5198","title":{"rendered":"Self-Evolving GPT: A Lifelong Autonomous Experiential Learner\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Self-Evolving GPT: A Lifelong Autonomous Experiential Learner\u00a0<\/strong>[40.2]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306b\u57fa\u3065\u304f\u751f\u6daf\u306e\u81ea\u5f8b\u7684\u7d4c\u9a13\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u8a2d\u8a08\u3059\u308b\u3002 \u81ea\u5f8b\u7684\u306b\u5b66\u7fd2\u3057\u3001\u7d4c\u9a13\u306e\u4f1d\u9054\u3068\u5e30\u7d0d\u3092\u901a\u3058\u3066\u7d4c\u9a13\u3092\u84c4\u7a4d\u3057\u3001\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u306e\u5165\u529b\u8cea\u554f\u3092\u5206\u985e\u3057\u3001\u3069\u306e\u84c4\u7a4d\u3055\u308c\u305f\u7d4c\u9a13\u3092\u96c7\u7528\u3059\u308b\u304b\u3092\u9078\u629e\u3059\u308b\u3002 6\u3064\u306eNLP\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3088\u308b\u5b9f\u9a13\u7d50\u679c\u304b\u3089,\u672c\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u5404\u4e2d\u9593\u6bb5\u968e\u306b\u304a\u3044\u3066\u78ba\u5b9f\u306b\u52d5\u4f5c\u3057,GPT-3.5\u304a\u3088\u3073GPT-4\u306e\u6027\u80fd\u3092\u52b9\u679c\u7684\u306b\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2407.08937v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2407.08937v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 12 Jul 2024 02:49:13 GMT)<\/li>\n\n\n\n<li>\u81ea\u5f8b\u7684\u306b\u5b66\u7fd2\u3001\u81ea\u5df1\u6539\u5584\u3057\u3066\u3044\u3051\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002\u30bf\u30b9\u30af\u56fa\u6709\u306e\u7d4c\u9a13\u3092\u30c7\u30fc\u30bf\u3068\u3057\u3066\u84c4\u7a4d\u3057\u3066\u3044\u304f\u30bf\u30a4\u30d7\u306e\u3088\u3046<\/li>\n\n\n\n<li>fine tuning\u3092\u884c\u3046\u30bf\u30a4\u30d7\u306e\u624b\u6cd5\u3067\u306f\u306a\u3044\u305f\u3081GPT-4\u306a\u3069API\u7d4c\u7531\u3067\u3082\u6d3b\u7528\u53ef\u80fd\u3002Self-ICL\u306a\u3069\u4ed6\u306e\u624b\u6cd5\u3068\u6bd4\u3079\u6709\u52b9\u6027\u3092\u78ba\u8a8d\u3068\u306e\u3053\u3068\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],"class_list":["post-5198","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5198","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=5198"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5198\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}