{"id":11829,"date":"2019-06-28T07:58:17","date_gmt":"2019-06-27T22:58:17","guid":{"rendered":"https:\/\/www.fsz.co.jp\/?post_type=knowledge&#038;p=11829"},"modified":"2025-04-04T10:51:05","modified_gmt":"2025-04-04T01:51:05","slug":"11829","status":"publish","type":"news","link":"https:\/\/www.fsz.co.jp\/?news=11829","title":{"rendered":"\u4eba\u5de5\u77e5\u80fd\u3068\u306f \u2466 \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u624b\u6cd54"},"content":{"rendered":"\n<div class=\"wp-block-media-text alignwide\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.fsz.co.jp\/wp-content\/uploads\/2019\/06\/pixta_49410867_M-1024x1024.jpg\" alt=\"\" class=\"wp-image-11709\" srcset=\"https:\/\/www.fsz.co.jp\/wp-content\/uploads\/2019\/06\/pixta_49410867_M-1024x1024.jpg 1024w, https:\/\/www.fsz.co.jp\/wp-content\/uploads\/2019\/06\/pixta_49410867_M-150x150.jpg 150w, https:\/\/www.fsz.co.jp\/wp-content\/uploads\/2019\/06\/pixta_49410867_M-300x300.jpg 300w, https:\/\/www.fsz.co.jp\/wp-content\/uploads\/2019\/06\/pixta_49410867_M.jpg 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p>What is Artificial Intelligence?<\/p>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u5f37\u5316\u5b66\u7fd2<\/h3>\n\n\n\n<p>\u3042\u308b\u884c\u52d5\u3067\u306e\u5831\u916c\uff5c\u30b9\u30b3\u30a2\u306e\u5408\u8a08\u3092\u3082\u3063\u3068\u3082\u305f\u304f\u3055\u3093\u7372\u5f97\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3001\u884c\u52d5\u3092\u5b66\u7fd2\u3057\u3066\u3044\u304f\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u25a0\u5229\u7528\u4f8b<br>\u30ed\u30dc\u30c3\u30c8\u306e\u884c\u52d5\u5236\u5fa1\u5b66\u7fd2<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6df1\u5c64\u5f37\u5316\u5b66\u7fd2<\/h3>\n\n\n\n<p>2013\u5e74\u3001<strong>DeepMind\u793e<\/strong>\u304cCNN\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u5f37\u5316\u5b66\u7fd2\u3067\u30dc\u30ed\u30c3\u30af\u5d29\u3057\u30b2\u30fc\u30e0\u3092\u884c\u3046\u52d5\u753b\u3092\u306f\u767a\u8868\u3057\u3066\u5927\u304d\u306a\u6ce8\u76ee\u3092\u6d74\u3073\u307e\u3057\u305f\u3002<br>2015\u5e74\u304b\u3089DeepMind\u793e\u306e<strong>AlphaGo\uff5c\u30a2\u30eb\u30d5\u30a1\u7881<\/strong>\u304c\u30d7\u30ed\u68cb\u58eb\u306b\u52dd\u5229\u3057\u3066\u5927\u304d\u306a\u8a71\u984c\u3068\u306a\u3063\u305f\u3002\u68cb\u8b5c\u306e\u5b66\u7fd2\u3057\u3066\u3001CNN\u3092\u72b6\u614b\u3084\u884c\u52d5\u8a55\u4fa1\u306b\u5229\u7528\u3057\u3066\u3001\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u63a2\u7d22\u3067\u624b\u3092\u8003\u3048\u3066\u3044\u307e\u3059\u3002<br>2017\u5e74\u306b\u5b8c\u5168\u81ea\u5df1\u5bfe\u5c40\u306e\u307f\u3067\u5b66\u7fd2\u3059\u308b<strong>AlphaGo Zero<\/strong>\u304c\u767a\u8868\u3055\u308c\u3001AlphaGo\u3092\u7834\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">DQN\uff5cDeep Q-learnig<\/h4>\n\n\n\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068<strong>Q\u5b66\u7fd2\uff5cQ learning<\/strong>\u306b\u7d44\u307f\u5408\u308f\u305b\u3066\u304a\u308a\u3001\u3053\u306e\u767a\u5c55\u5f62\u3068\u3057\u3066\u4ee5\u4e0b\u304c\u3042\u308b\u3002<br>\u30fb<strong>Double DQN<\/strong><br>\u30fb<strong>Dueling Network<\/strong><br>\u30fb<strong>Categorical DQN<\/strong><br>\u30fb<strong>Rainbow<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6df1\u5c64\u751f\u6210\u30e2\u30c7\u30eb<\/h3>\n\n\n\n<p>\u4e3b\u306b<strong>\u8a8d\u8b58\u3084\u8b58\u5225\u30bf\u30b9\u30af<\/strong>\u3067\u767a\u5c55\u3057\u3066\u304d\u305f\u6a5f\u68b0\u5b66\u7fd2\u3067\u3059\u304c\u3001\u6700\u8fd1\u306f<strong>\u751f\u6210\u30bf\u30b9\u30af<\/strong>\u3067\u3082\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u25a0\u30c7\u30fc\u30bf\u3092\u5143\u306b\u3001\u65b0\u3057\u304f\u306a\u306b\u304b\u3092\u751f\u6210\u3057\u305f\u3044<br>\u8b58\u5225\u30e2\u30c7\u30eb\u306e\u5ef6\u9577\u3067\u3059\u3002\u6d3b\u7528\u4f8b\u3068\u3057\u3066\u306f\u30011\u6b21\u5143\u306e\u7573\u307f\u8fbc\u307f\u306eCNN\u3092\u5229\u7528\u3057\u3066\u97f3\u58f0\u751f\u6210\u3092\u884c\u3046<strong>WaveNet<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u25a0\u30c7\u30fc\u30bf\u305d\u306e\u3082\u306e\u3092\u751f\u6210\u3057\u305f\u3044<br><strong>\u751f\u6210\u30e2\u30c7\u30eb<\/strong>\u3068\u8a00\u308f\u308c\u3001\u5143\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3092\u5b66\u7fd2\u3057\u3066\u65b0\u3057\u3044\u3082\u306e\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u65b9\u6cd5\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u3082\u306e\u3092<strong>\u6df1\u5c64\u751f\u6210\u30e2\u30c7\u30eb<\/strong>\u3068\u8a00\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb<\/h4>\n\n\n\n<p><strong>\u30fb\u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\uff5cVariational AutoEncoder\uff5cVAE<br><\/strong>\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u3067\u5e73\u5747\u3068\u5206\u6563\u3092\u5b66\u7fd2\u3059\u308b\u7d71\u8a08\u5206\u5e03\u306b\u5909\u63db\u3057\u3066\u3001\u305d\u3053\u304b\u3089\u30e9\u30f3\u30c0\u30e0\u306b\u6563\u5e03\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001\u30c7\u30b3\u30fc\u30c9\u3057\u3066\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3000<\/p>\n\n\n\n<p><strong>\u30fb\u6575\u5bfe\u6027\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff5cgenerative Adversarial Network\uff5cGAN<br><\/strong>\u6f5c\u5728\u7a7a\u9593\u3092\u30e9\u30f3\u30c0\u30e0\u30d9\u30af\u30c8\u30eb\u3068\u3057\u3066\u5165\u529b\u3057\u3001\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u3068\u753b\u50cf\u304c\u672c\u7269\u304b\u3001\u507d\u7269\u304b\u3092\u4e88\u6e2c\u3057\u3066\u51fa\u529b\u3059\u308b\u30c7\u30a3\u30b9\u30af\u30ea\u30df\u30cd\u30fc\u30bf\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002\u4e88\u6e2c\u7d50\u679c\u306f\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u306b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3055\u308c\u307e\u3059\u3002\u507d\u7269\u3092\u4f5c\u308b\u5b66\u7fd2\u3068\u898b\u7834\u308b\u5b66\u7fd2\u3092\u3059\u308b\u3053\u3068\u3067\u3001\u672c\u7269\u306e\u3088\u3046\u306a\u753b\u50cf\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30fbDCGAN\uff5cDeep Convolutional GAN<br><\/strong>CNN\u3092\u7528\u3044\u305fGAN<\/p>\n\n\n\n<p>[su_spacer size=&#8221;100&#8243;]<\/p>\n\n\n\n<div class=\"wp-block-columns has-3-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed-amazon-kindle alignleft wp-block-embed is-type-rich is-provider-amazon\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/www.amazon.co.jp\/%E6%B7%B1%E5%B1%A4%E5%AD%A6%E7%BF%92%E6%95%99%E7%A7%91%E6%9B%B8-%E3%83%87%E3%82%A3%E3%83%BC%E3%83%97%E3%83%A9%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0-G%E6%A4%9C%E5%AE%9A-%E3%82%B8%E3%82%A7%E3%83%8D%E3%83%A9%E3%83%AA%E3%82%B9%E3%83%88-%E5%85%AC%E5%BC%8F%E3%83%86%E3%82%AD%E3%82%B9%E3%83%88\/dp\/4798157554\/ref=sr_1_1?__mk_ja_JP=%E3%82%AB%E3%82%BF%E3%82%AB%E3%83%8A&#038;keywords=G%E6%A4%9C%E5%AE%9A&#038;qid=1561001040&#038;s=gateway&#038;sr=8-1\n<\/div><\/figure>\n<\/div>\n\n\n\n<div 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