{"id":8395,"date":"2026-05-20T03:16:41","date_gmt":"2026-05-19T19:16:41","guid":{"rendered":"https:\/\/infernews.com\/blog\/a-survey-on-ai-auto-research\/"},"modified":"2026-05-20T03:16:41","modified_gmt":"2026-05-19T19:16:41","slug":"a-survey-on-ai-auto-research","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/a-survey-on-ai-auto-research\/","title":{"rendered":"AI for Auto-Research: \u4e00\u7ad9\u770b\u6e05 AI \u81ea\u52d5\u79d1\u7814\u7248\u5716 survey\uff0b\u6307\u5357"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/teaser_paper-3ec07721ef8e.jpg\" alt=\"teaser paper\"><\/figure>\n<p>awesome-ai-auto-research \u4e0d\u662f\u4e00\u822c\u6559\u4f60\u5beb\u7a0b\u5f0f\u7684\u5de5\u5177\u5eab\uff0c\u800c\u662f\u4e00\u4efd\u9762\u5411\u79d1\u7814\u6d41\u7a0b\u7684\u6574\u7406\u6e05\u55ae\u3002\u5b83\u914d\u5408\u540c\u540d\u7d9c\u8ff0\u6587\u7ae0\uff0c\u5c07 AI \u53c3\u8207\u7814\u7a76\u5de5\u4f5c\u7684\u65b9\u5f0f\uff0c\u6309\u7531\u69cb\u601d\u5230\u767c\u8868\u8207\u50b3\u64ad\u7684\u4e0d\u540c\u968e\u6bb5\u4e32\u9023\u8d77\u4f86\uff0c\u65b9\u4fbf\u8b80\u8005\u4e00\u6b21\u904e\u770b\u6e05\u5168\u8c8c\u3002<\/p>\n<p>\u4f7f\u7528\u6642\u53ef\u4ee5\u5148\u6309\u7814\u7a76\u5de5\u4f5c\u6240\u5728\u4f4d\u7f6e\u53bb\u770b\u5206\u985e\uff1a\u4f8b\u5982\u627e\u8ad6\u6587\u3001\u6574\u7406\u6587\u737b\u3001\u5b89\u6392\u5be6\u9a57\u3001\u6aa2\u67e5\u7a0b\u5f0f\u662f\u5426\u53ef\u91cd\u73fe\uff0c\u751a\u81f3\u5ef6\u4f38\u5230\u5beb\u4f5c\u3001\u8a55\u5be9\u56de\u61c9\u548c\u6210\u679c\u5c55\u793a\u3002\u9019\u7a2e\u6309\u6d41\u7a0b\u700f\u89bd\u7684\u65b9\u6cd5\uff0c\u5c0d\u521d\u6b21\u63a5\u89f8\u300cAI \u5e6b\u624b\u505a\u7814\u7a76\u300d\u7684\u4eba\u7279\u5225\u53cb\u5584\uff0c\u56e0\u70ba\u4e0d\u7528\u5148\u719f\u6089\u6240\u6709\u6a21\u578b\u540d\u7a31\uff0c\u5df2\u53ef\u7531\u4efb\u52d9\u5165\u624b\u3002<\/p>\n<p>\u5b83\u503c\u5f97\u7559\u610f\u7684\u5730\u65b9\uff0c\u662f\u4e0d\u53ea\u5217\u51fa\u751f\u6210\u5167\u5bb9\u7684\u5de5\u5177\uff0c\u9084\u628a\u54c1\u8cea\u8a55\u4f30\u3001\u91cd\u73fe\u6027\u8207\u5354\u4f5c\u578b\u7cfb\u7d71\u653e\u5728\u540c\u4e00\u5f35\u5730\u5716\u4e0a\u3002\u63db\u53e5\u8a71\u8aaa\uff0c\u9019\u500b\u5c08\u6848\u95dc\u5fc3\u7684\u4e0d\u53ea\u662f\u300c\u5beb\u5f97\u5feb\u300d\uff0c\u800c\u662f\u7814\u7a76\u662f\u5426\u627e\u5f97\u6e96\u3001\u505a\u5f97\u7a69\u3001\u9a57\u5f97\u6e05\u3002<\/p>\n<ul>\n<li>\u4ee5\u5b8c\u6574\u7814\u7a76\u751f\u547d\u9031\u671f\u6574\u7406\u8cc7\u6599\uff0c\u8f03\u6613\u6309\u9700\u8981\u67e5\u627e<\/li>\n<li>\u6db5\u84cb\u6587\u737b\u641c\u5c0b\u3001\u7d9c\u5408\u3001\u5be6\u9a57\u57f7\u884c\u8207\u7a0b\u5f0f\u9a57\u8b49\u7b49\u7bc4\u570d<\/li>\n<li>\u5305\u542b<strong>\u55ae\u4e00\u6a21\u578b\u77e5\u8b58\u751f\u6210<\/strong>\u8207<strong>\u591a\u4ee3\u7406\u5354\u4f5c\u751f\u6210<\/strong>\u65b9\u5411<\/li>\n<li>\u4e5f\u89f8\u53ca\u6aa2\u7d22\u8207\u7d9c\u5408\u54c1\u8cea\u8a55\u4f30\u3001\u7a0b\u5f0f\u6b63\u78ba\u6027\u8207\u53ef\u91cd\u73fe\u6027<\/li>\n<\/ul>\n<p>\u9069\u5408\u7684\u8b80\u8005\u5305\u62ec\u7814\u7a76\u751f\u3001\u5b78\u8853\u652f\u63f4\u4eba\u54e1\u3001\u5c0d AI \u79d1\u7814\u5de5\u5177\u6709\u8208\u8da3\u7684\u5de5\u7a0b\u5e2b\uff0c\u4ee5\u53ca\u60f3\u4e86\u89e3\u5e02\u5834\u8207\u6280\u8853\u8d70\u5411\u7684\u4eba\u3002\u76f8\u95dc\u65b9\u5411\u53ef\u7559\u610f\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u3001\u6aa2\u7d22\u589e\u5f37\u7cfb\u7d71\u3001\u591a\u4ee3\u7406\u7cfb\u7d71\u3001\u81ea\u52d5\u6587\u737b\u56de\u9867\u3001\u5be6\u9a57\u7de8\u6392\u5de5\u5177\uff0c\u4ee5\u53ca\u7528\u4f86\u8a55\u4f30\u6458\u8981\u8207\u7a0b\u5f0f\u53ef\u9760\u6027\u7684\u6846\u67b6\uff1b\u4e0d\u904e\u9019\u500b\u5132\u5b58\u5eab\u672c\u8eab\u8f03\u50cf\u5c0e\u822a\u5730\u5716\uff0c\u91cd\u9ede\u5728\u5e6b\u4f60\u5feb\u901f\u5b9a\u4f4d\u503c\u5f97\u8ffd\u770b\u7684\u8ad6\u6587\u8207\u4e3b\u984c\u3002<\/p>\n<p><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/worldbench\/awesome-ai-auto-research\" rel=\"noopener noreferrer\">https:\/\/github.com\/worldbench\/awesome-ai-auto-research<\/a><\/p>\n<p><strong>Paper\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2605.18661\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2605.18661<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI \u8f14\u52a9\u7814\u7a76\u5de5\u5177\u6309\u7814\u7a76\u6d41\u7a0b\u6574\u7406\uff0c\u9069\u5408\u60f3\u5feb\u901f\u4e86\u89e3\u81ea\u52d5\u79d1\u7814\u767c\u5c55\u7684\u4eba\u3002<\/p>\n","protected":false},"author":8,"featured_media":8394,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[197],"tags":[],"class_list":["post-8395","post","type-post","status-publish","format-standard","hentry","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8395","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8395"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8395\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8394"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8395"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8395"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8395"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}