{"id":2389,"date":"2022-09-29T05:55:00","date_gmt":"2022-09-28T20:55:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2389"},"modified":"2022-09-29T05:55:00","modified_gmt":"2022-09-28T20:55:00","slug":"a-generalist-neural-algorithmic-learner","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2389","title":{"rendered":"A Generalist Neural Algorithmic Learner"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>A Generalist Neural Algorithmic Learner\u00a0<\/strong>[18.4]<br>\u6211\u3005\u306f\u3001\u5e45\u5e83\u3044\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3092\u5b66\u7fd2\u3067\u304d\u308b\u5358\u4e00\u306e\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u69cb\u7bc9\u3057\u3066\u3044\u308b\u3002 \u30de\u30eb\u30c1\u30bf\u30b9\u30af\u65b9\u5f0f\u3067\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u52b9\u679c\u7684\u306b\u5b66\u7fd2\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2209.11142v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2209.11142v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 22 Sep 2022 16:41:33 GMT)<ul><li>\u53e4\u5178\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08\u00a0sorting, searching, dynamic programming, path-finding, geometry\uff09\u3092\u5b66\u7fd2\u53ef\u80fd\u306ageneralist model\uff08Triplet-GMPNN\uff09\u3092\u63d0\u6848\u3001CLRS\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff08\u4e0b\u8a18\uff09\u306e\u7d50\u679c\u3092\u6539\u5584\u3057\u3066\u3044\u308b\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>The CLRS Algorithmic Reasoning Benchmark\u00a0<\/strong>[28.8]<br>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b66\u7fd2\u8868\u73fe\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u65b0\u305f\u306a\u9818\u57df\u3067\u3042\u308a\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304b\u3089\u53e4\u5178\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u6982\u5ff5\u3092\u30d6\u30ea\u30c3\u30b8\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u5f93\u6765\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5305\u62ec\u3059\u308bCLRS Algorithmic Reasoning Benchmark\u3092\u63d0\u6848\u3059\u308b\u3002 \u6211\u3005\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u3001\u30bd\u30fc\u30c8\u3001\u63a2\u7d22\u3001\u52d5\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001\u30b0\u30e9\u30d5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u6587\u5b57\u5217\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u5e7e\u4f55\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u3069\u3001\u69d8\u3005\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u63a8\u8ad6\u624b\u9806\u306b\u307e\u305f\u304c\u3063\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2205.15659v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2205.15659v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 31 May 2022 09:56:44 GMT)<\/li><li><a href=\"https:\/\/github.com\/deepmind\/clrs\">deepmind\/clrs (github.com)<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>A Generalist Neural Algorithmic Learner\u00a0[18.4]\u6211\u3005\u306f\u3001\u5e45\u5e83\u3044\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3092\u5b66\u7fd2\u3067\u304d\u308b\u5358\u4e00\u306e\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u69cb\u7bc9\u3057\u3066\u3044\u308b\u3002 \u30de\u30eb\u30c1\u30bf\u30b9\u30af\u65b9 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2389\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;A Generalist Neural Algorithmic Learner&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[178],"class_list":["post-2389","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-graph-neural-networks"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2389","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=2389"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2389\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}