{"id":7890,"date":"2025-12-12T04:47:00","date_gmt":"2025-12-11T19:47:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7890"},"modified":"2025-12-06T17:50:11","modified_gmt":"2025-12-06T08:50:11","slug":"innogym-benchmarking-the-innovation-potential-of-ai-agents","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7890","title":{"rendered":"InnoGym: Benchmarking the Innovation Potential of AI Agents\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>InnoGym: Benchmarking the Innovation Potential of AI Agents\u00a0<\/strong>[74.6]<br>InnoGym\u306fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u80fd\u6027\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u6700\u521d\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 InnoGym\u306f2\u3064\u306e\u76f8\u88dc\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u7d39\u4ecb\u3057\u3066\u3044\u308b\u3002\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30b2\u30a4\u30f3(\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30b2\u30a4\u30f3)\u3068\u3001\u5f93\u6765\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u65b9\u6cd5\u8ad6\u7684\u306a\u9055\u3044\u3092\u6349\u3048\u308b\u30ce\u30d9\u30eb\u30c6\u30a3(\u30ce\u30d9\u30eb\u30c6\u30a3)\u3060\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2512.01822v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2512.01822v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 01 Dec 2025 16:03:04 GMT)<\/li>\n\n\n\n<li>\u300cInnoGym consists of two complementary components: iBench, a benchmark designed to evaluate innovation capability, and iGym, a unified development and execution environment. iBench covers 18 carefully curated tasks drawn from real-world engineering and theoretical problems. We focus only on Improvable Tasks, which leave clear room for improvement in both solution quality and methodology.\u300d\u3068\u3044\u3046AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u8d77\u3053\u305b\u308b\u304b\u3092\u8a08\u6e2c\u3057\u3088\u3046\u3068\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/zjunlp\/igym\">https:\/\/github.com\/zjunlp\/igym<\/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":[42,517],"class_list":["post-7890","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7890","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=7890"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7890\/revisions"}],"predecessor-version":[{"id":7891,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7890\/revisions\/7891"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7890"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7890"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7890"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}