{"id":5595,"date":"2022-08-10T15:48:55","date_gmt":"2022-08-10T07:48:55","guid":{"rendered":"http:\/\/139.9.1.231\/?p=5595"},"modified":"2022-08-31T15:16:40","modified_gmt":"2022-08-31T07:16:40","slug":"neural-architecture-search2rnnrl","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2022\/08\/10\/neural-architecture-search2rnnrl\/","title":{"rendered":"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u641c\u7d22 Neural Architecture Search\uff082\uff09RNN+RL"},"content":{"rendered":"\n<p><br>\u8bba\u6587\uff1a Zoph &amp; Le. <a rel=\"noreferrer noopener\" href=\"https:\/\/arxiv.org\/abs\/1611.01578\" target=\"_blank\">Neural architecture search with reinforcement learning<\/a>. In ICLR, 2017.<\/p>\n\n\n\n<p class=\"has-light-pink-background-color has-background\">\u4f7f\u7528RNN\u6765\u751f\u6210\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\uff0c\u7136\u540e\u4f7f\u7528RL\u5f3a\u5316\u5b66\u4e60\u6765\u8bad\u7ec3RNN\uff0c\u76ee\u524d\u8be5\u65b9\u6cd5\u5df2\u7ecf\u8fc7\u65f6\u4e86 <\/p>\n\n\n\n<p>\u7b2c\u4e00\u6b65\u9884\u6d4b\u67d0\u4e00\u5c42\u5377\u79ef\u6838\u6570\u91cf\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"562\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-126-1024x562.png\" alt=\"\" class=\"wp-image-5602\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-126-1024x562.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-126-300x165.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-126-768x421.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-126.png 1238w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7b2c\u4e8c\u6b65\uff1a<\/p>\n\n\n\n<p>\u5c06\u7b2c\u4e00\u6b65p\u7684\u53d8\u6210one-hot\u5411\u91cf\uff1aa1\uff0c\u7136\u540e\u901a\u8fc7\u4e00\u4e2a\u5d4c\u5165\u5c42\u53d8\u6210x1\u4f5c\u4e3a\u7b2c\u4e8c\u6b65\u7684\u8f93\u5165\uff0c\u8f93\u51fafilter\u7684\u5927\u5c0f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"470\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-127-1024x470.png\" alt=\"\" class=\"wp-image-5604\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-127-1024x470.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-127-300x138.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-127-768x353.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-127.png 1222w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7b2c\u4e09\u6b65\uff1a\u9884\u6d4b\u6b65\u957f<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"545\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-128-1024x545.png\" alt=\"\" class=\"wp-image-5606\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-128-1024x545.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-128-300x160.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-128-768x409.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-128.png 1213w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u81f3\u6b64\uff0c\u7b2c\u4e00\u4e2a\u5377\u79ef\u7684\u8d85\u53c2\u6570\u5c31\u83b7\u5f97\u4e86\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"404\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-129-1024x404.png\" alt=\"\" class=\"wp-image-5608\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-129-1024x404.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-129-300x118.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-129-768x303.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-129.png 1215w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"385\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-130-1024x385.png\" alt=\"\" class=\"wp-image-5609\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-130-1024x385.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-130-300x113.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-130-768x289.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-130.png 1167w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"859\" height=\"570\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-131.png\" alt=\"\" class=\"wp-image-5610\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-131.png 859w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-131-300x199.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-131-768x510.png 768w\" sizes=\"(max-width: 859px) 100vw, 859px\" \/><\/figure>\n\n\n\n<p>\u56e0\u4e3a\u76ee\u6807\u51fd\u6570\u4e0d\u53ef\u5fae\uff0c\u6240\u4ee5\u53ea\u80fd\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\u6765\u8bad\u7ec3rnn\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"799\" height=\"396\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-132.png\" alt=\"\" class=\"wp-image-5613\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-132.png 799w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-132-300x149.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-132-768x381.png 768w\" sizes=\"(max-width: 799px) 100vw, 799px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"999\" height=\"662\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-133.png\" alt=\"\" class=\"wp-image-5614\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-133.png 999w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-133-300x199.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-133-768x509.png 768w\" sizes=\"(max-width: 999px) 100vw, 999px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"554\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-134-1024x554.png\" alt=\"\" class=\"wp-image-5615\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-134-1024x554.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-134-300x162.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-134-768x415.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-134.png 1050w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"857\" height=\"554\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-135.png\" alt=\"\" class=\"wp-image-5617\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-135.png 857w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-135-300x194.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-135-768x496.png 768w\" sizes=\"(max-width: 857px) 100vw, 857px\" \/><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8bba\u6587\uff1a Zoph &amp; Le. Neural architecture search with rein &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2022\/08\/10\/neural-architecture-search2rnnrl\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u641c\u7d22 Neural Architecture Search\uff082\uff09RNN+RL<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[20],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/5595"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=5595"}],"version-history":[{"count":13,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/5595\/revisions"}],"predecessor-version":[{"id":5618,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/5595\/revisions\/5618"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=5595"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=5595"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=5595"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}