{"id":17866,"date":"2019-03-14T21:49:34","date_gmt":"2019-03-14T12:49:34","guid":{"rendered":"https:\/\/labs.gree.jp\/blog\/?p=17866"},"modified":"2019-03-15T10:17:04","modified_gmt":"2019-03-15T01:17:04","slug":"aaai-19%e3%81%ab%e5%8f%82%e5%8a%a0%e3%81%97%e3%81%be%e3%81%97%e3%81%9f","status":"publish","type":"post","link":"https:\/\/labs.gree.jp\/blog\/2019\/03\/17866\/","title":{"rendered":"AAAI-19\u306b\u53c2\u52a0\u3057\u307e\u3057\u305f"},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001\u958b\u767a\u672c\u90e8\u306e\u68ee\u7530\u3067\u3059\u3002<\/p>\n<p>1\u6708\u672b\u306b\u958b\u50ac\u3055\u308c\u305f\u56fd\u969b\u4f1a\u8b70<a href=\"https:\/\/aaai.org\/Conferences\/AAAI-19\/\" target=\"_blank\" rel=\"noopener noreferrer\">AAAI-19<\/a>\u306b\u53c2\u52a0\u3057\u307e\u3057\u305f\u306e\u3067\u3001\u305d\u306e\u5831\u544a\u3092\u66f8\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>AAAI\u306f\u4eca\u56de\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306b\u6295\u7a3f\u3057\u3066\u3044\u3066\u3001\u4e0d\u63a1\u629e\u3060\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u4e00\u5fdc\u901a\u904e\u3057\u305f\u3068\u304d\u306e\u4e8b\u3092\u8003\u3048\u3066\u4e88\u7b97\u3092\u78ba\u4fdd\u3057\u3066\u3044\u305f\u306e\u3068\u3001\u6298\u89d2\u306a\u306e\u3067<s>\u30cf\u30ef\u30a4\u306b\u884c\u304d\u305f\u304b\u3063\u305f<\/s>\u898b\u805e\u3092\u5e83\u3081\u3088\u3046\u3068\u3044\u3046\u3053\u3068\u3067\u53c2\u52a0\u3057\u307e\u3057\u305f\u3002<\/p>\n<div id=\"attachment_17869\" style=\"width: 370px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17869\" class=\"wp-image-17869 size-full\" src=\"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3661.jpg\" alt=\"\" width=\"360\" height=\"480\" srcset=\"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3661.jpg 360w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3661-150x200.jpg 150w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3661-300x400.jpg 300w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><p id=\"caption-attachment-17869\" class=\"wp-caption-text\">\u4f1a\u5834\u3078\u306e\u30a8\u30ec\u30d9\u30fc\u30bf\u30fc<\/p><\/div>\n<div id=\"attachment_17870\" style=\"width: 543px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17870\" class=\"wp-image-17870 size-medium\" src=\"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3727-533x400.jpg\" alt=\"\" width=\"533\" height=\"400\" srcset=\"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3727-533x400.jpg 533w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3727-267x200.jpg 267w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3727.jpg 640w\" sizes=\"auto, (max-width: 533px) 100vw, 533px\" \/><p id=\"caption-attachment-17870\" class=\"wp-caption-text\">\u4f1a\u5834\u304b\u3089\u5f92\u6b69\uff11\uff10\u79d2\u306e\u666f\u8272^^<\/p><\/div>\n<p>&nbsp;<\/p>\n<p>\u53c2\u52a0\u3057\u305f\u5370\u8c61\u3068\u3057\u3066\u3001\u767a\u8868\u306e\u5145\u5b9f\u306f\u52ff\u8ad6\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u3057\u3066\u306e\u7d44\u7e54\u529b\u3092\u5f37\u304f\u611f\u3058\u307e\u3057\u305f\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u300c\u30a2\u30e1\u30ea\u30ab\u306e\u4eca\u5f8c20\u5e74\u306eAI\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u6c7a\u3081\u308b\u30d7\u30ed\u30bb\u30b9\u304cAAAI\u3067\u8d70\u3063\u3066\u304a\u308a\u305d\u306e\u9032\u6357\u3092\u5171\u6709\u3059\u308b\u304b\u3089\u610f\u898b\u6c42\u3080\u300d\u3068\u3044\u3046\u5927\u898f\u6a21\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u3042\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u305d\u308c\u304c\u304b\u306a\u308a\u69cb\u9020\u7684\u304b\u3064\u5efa\u8a2d\u7684\u306b\u9032\u3093\u3067\u3044\u304f\u306e\u3092\u898b\u3066\u30d3\u30c3\u30af\u30ea\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u5b66\u4f1a\u3068\u3044\u3046\u306e\u306f\u57fa\u672c\u7684\u306b\u306f\u30dc\u30c8\u30e0\u30a2\u30c3\u30d7\u7d44\u7e54\u3060\u3068\u601d\u3046\u306e\u3067\u3059\u304c\u3001\u305d\u308c\u3067\u3082\u5168\u4f53\u3068\u3057\u3066\u7740\u5b9f\u306b\u524d\u9032\u3057\u3001\u307e\u305f\u4e00\u56fd\u306e\u653f\u7b56\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u7a0b\u306b\u7e8f\u307e\u308a\u304c\u3042\u308b\u306e\u3067\u3059\u306d\u3002\u50d5\u306f\u30d3\u30c3\u30af\u30ea\u3057\u307e\u3057\u305f\u304c\u5f53\u4e8b\u8005\u304b\u3089\u3059\u308b\u3068\u5f53\u305f\u308a\u524d\u306a\u3093\u3067\u3057\u3087\u3046\u3002\u8a72\u5f53\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u30b9\u30e9\u30a4\u30c9\u3084\u30d3\u30c7\u30aa\u306f<a href=\"https:\/\/aaai.org\/Conferences\/AAAI-19\/townhall-a-20-year-roadmap-for-ai-research\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u3061\u3089<\/a>\u3067\u3059<\/p>\n<h3>\u805e\u3044\u3066\u304d\u305f\u767a\u8868\u306b\u3064\u3044\u3066<\/h3>\n<p>\u73fe\u5730\u3067\u306f\u4ed5\u4e8b\u306b\u95a2\u308f\u308a\u306e\u3042\u308b\u30b2\u30fc\u30e0\u95a2\u9023\u306e\u767a\u8868\u3092\u591a\u304f\u898b\u3066\u56de\u308a\u307e\u3057\u305f\u304c\u3001\u305d\u308c\u3089\u306e\u767a\u8868\u306b\u95a2\u3057\u3066\u306f\u3059\u3067\u306b\u7d20\u6674\u3089\u3057\u3044\u53c2\u52a0\u5831\u544a\u304c\u3042\u308a\u307e\u3059\u306e\u3067<\/p>\n<ul>\n<li><a class=\"\" href=\"https:\/\/adtech.cyberagent.io\/research\/archives\/1838\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/adtech.cyberagent.io\/research\/archives\/1838<\/a><\/li>\n<li><a class=\"\" href=\"https:\/\/speakerdeck.com\/pacocat\/aaai2019bao-gao-hui\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/speakerdeck.com\/pacocat\/aaai2019bao-gao-hui<\/a><\/li>\n<\/ul>\n<p>\u50d5\u306e\u65b9\u304b\u3089\u306f\u300c<a href=\"https:\/\/aaai.org\/Conferences\/AAAI-19\/aaai19tutorials\/\" target=\"_blank\" rel=\"noopener noreferrer\">Imagination Science: Beyond Data Science<\/a>\u300d\u3068\u3044\u3046\u3061\u3087\u3063\u3068\u6bdb\u8272\u306e\u5909\u308f\u3063\u305f\uff1f\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3055\u305b\u3066\u9802\u304d\u307e\u3059\u3002<\/p>\n<p>\u8b1b\u6f14\u8005\u306eSridhar Mahadevan\u3055\u3093\u306fAAAI Ferrow\u3067\u3001Adobe\u306eData Science Lab\u3068\u3044\u3046\u3068\u3053\u308d\u3067Director\u3092\u3055\u308c\u3066\u3044\u308b\u305d\u3046\u3067\u3059\u3002Imagination Science\u306fMahadevan\u3055\u3093\u306e\u9020\u8a9e\uff1f\u3067\u3001\u65e2\u5b58\u7814\u7a76\u3092Imagination\u3068\u3044\u3046\u8996\u70b9\u3067\u6574\u7406\u3057\u76f4\u3057\u3001\u4eca\u5f8c\u306e\u30ea\u30b5\u30fc\u30c1\u306e\u65b9\u5411\u6027\u3092\u63d0\u6848\u3059\u308b\u3001\u3068\u3044\u3046\u5185\u5bb9\u3067\u3057\u305f\u3002<\/p>\n<p>\u65e2\u5b58\u7814\u7a76\u3068\u3057\u3066\u306fGAN\u3084\u56e0\u679c\u63a8\u8ad6\u3001\u5f37\u5316\u5b66\u7fd2\u3001\u8ee2\u79fb\u5b66\u7fd2\u3001\u30c9\u30e1\u30a4\u30f3\u9069\u7528\u306a\u3069\u3092\u53d6\u308a\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Imagination\u3092\u5b9a\u7fa9\u3059\u308b\uff1f\u6570\u5b66\u7684\u69cb\u9020\u3068\u3057\u3066\u5e73\u8861\u3068\u30d5\u30a1\u30a4\u30d0\u30fc\u675f\u3068\u3044\u3046\u3082\u306e\u3092\u53d6\u308a\u4e0a\u3052\u3089\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5f15\u7528\u3055\u308c\u3066\u3044\u308b\u8ad6\u6587\u306e\u3046\u3061\u3001\u8a71\u306e\u8da3\u65e8\u306b\u7279\u306b\u8fd1\u305d\u3046\u3060\u3068\u601d\u3063\u305f\u3082\u306e\u3092\uff12\u3064\u30ea\u30b9\u30c8\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><a class=\"\" href=\"http:\/\/www.tirl.info\/proceedings\/2017\/ForneyPearlBareinboim-Counterfactual.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Counterfactual Data-Fusion for Online Reinforcement Learners<\/a>\n<ul>\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u8eab\u306e\u7d4c\u9a13\u306b\u3088\u308a\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3001\u56fa\u5b9a\u30dd\u30ea\u30b7\u30fc\u3084\u30e9\u30f3\u30c0\u30e0\u30dd\u30ea\u30b7\u30fc\u306b\u3088\u308a\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u884c\u52d5\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u89b3\u6e2c\u4e0d\u53ef\u80fd\u306a\u8981\u7d20\u3092\u4eee\u5b9a\u3057\u305f\u30c7\u30fc\u30bf\u306e\uff13\u3064\u3092\u5229\u7528\u3057\u3066\u5b66\u7fd2\u3092\u52a0\u901f\u3055\u305b\u308b\u65b9\u6cd5\u3092\u63d0\u6848\u3059\u308b<\/li>\n<\/ul>\n<\/li>\n<li><a class=\"\" href=\"https:\/\/people.cs.umass.edu\/~mahadeva\/papers\/sub_528.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">A Unified Framework for Domain Adaptation using Metric Learning on Manifolds<\/a>\n<ul>\n<li>\u7d71\u8a08\u7684\u591a\u69d8\u4f53\u306e\u30ea\u30fc\u30de\u30f3\u5e7e\u4f55\u5b66\u3092\u5229\u7528\u3057\u3066\u3001\u30c9\u30e1\u30a4\u30f3\u9593\u306e\u5dee\u7570\u3092\u518d\u69cb\u7bc9\u3059\u308b\u3068\u3044\u3046\u3001\u30c9\u30e1\u30a4\u30f3\u9069\u7528\u624b\u6cd5\u306e\u63d0\u6848<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u767a\u8868\u5185\u5bb9\u306f\u6b63\u76f4\u96e3\u3057\u304f\u7406\u89e3\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001Imagination\u3068\u3044\u3046\u30a8\u30e2\u3044\u6982\u5ff5\u3092\u6570\u5b66\u7684\u306b\u771f\u9762\u76ee\u306b\u5b9a\u7fa9\u3057\u3088\u3046\u3068\u3059\u308b\u59ff\u52e2\u306b\u611f\u9298\u3092\u53d7\u3051\u305f\u306e\u3067\u7d39\u4ecb\u81f4\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u6b21\u56de\u306f\u3061\u3083\u3093\u3068\u63a1\u629e\u3055\u308c\u3066\u53c2\u52a0\u3067\u304d\u308b\u3088\u3046\u3001\u7cbe\u9032\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<div id=\"attachment_17871\" style=\"width: 543px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17871\" class=\"wp-image-17871 size-medium\" src=\"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3781-533x400.jpg\" alt=\"\" width=\"533\" height=\"400\" srcset=\"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3781-533x400.jpg 533w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3781-267x200.jpg 267w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2019\/03\/IMG_3781.jpg 640w\" sizes=\"auto, (max-width: 533px) 100vw, 533px\" \/><p id=\"caption-attachment-17871\" class=\"wp-caption-text\">\u5e30\u308a\u306e\u98db\u884c\u6a5f\u304b\u3089\u3002\u30aa\u30a2\u30d5\u5cf6\u306b\u8679\u304c\u304b\u304b\u3063\u3066\u3044\u307e\u3057\u305f<\/p><\/div>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001\u958b\u767a\u672c\u90e8\u306e\u68ee\u7530\u3067\u3059\u3002 1\u6708\u672b\u306b\u958b\u50ac\u3055\u308c\u305f\u56fd\u969b\u4f1a\u8b70AAAI-19\u306b\u53c2\u52a0\u3057\u307e\u3057\u305f\u306e\u3067\u3001\u305d\u306e\u5831\u544a\u3092\u66f8\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002 AAAI\u306f\u4eca\u56de\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306b\u6295\u7a3f\u3057\u3066\u3044\u3066\u3001\u4e0d\u63a1\u629e\u3060\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u4e00\u5fdc\u901a\u904e\u3057\u305f\u3068\u304d\u306e\u4e8b\u3092\u8003\u3048\u3066\u4e88 [&hellip;]<\/p>\n","protected":false},"author":138,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[],"tags":[93,28],"class_list":["post-17866","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","tag-ai","tag-28"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/posts\/17866","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/users\/138"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/comments?post=17866"}],"version-history":[{"count":3,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/posts\/17866\/revisions"}],"predecessor-version":[{"id":17899,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/posts\/17866\/revisions\/17899"}],"wp:attachment":[{"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/media?parent=17866"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/categories?post=17866"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/tags?post=17866"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}