{"id":3031,"date":"2017-11-22T22:39:25","date_gmt":"2017-11-22T13:39:25","guid":{"rendered":"http:\/\/gistnews.co.kr\/?p=3031"},"modified":"2018-02-19T10:33:47","modified_gmt":"2018-02-19T01:33:47","slug":"%ec%95%8c%ed%8c%8c%ea%b3%a0-%ec%a0%9c%eb%a1%9c-%ec%9d%b8%ea%b0%84%ec%9d%98-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%97%86%ec%9d%b4-%ec%9d%b8%ea%b0%84%ec%9d%84-%eb%84%98%ec%96%b4%ec%84%9c%eb%8b%a4","status":"publish","type":"post","link":"https:\/\/gistnews.co.kr\/?p=3031","title":{"rendered":"\uc54c\ud30c\uace0 \uc81c\ub85c, \uc778\uac04\uc758 \ub370\uc774\ud130 \uc5c6\uc774 \uc778\uac04\uc744 \ub118\uc5b4\uc11c\ub2e4"},"content":{"rendered":"<p>\uad6c\uae00 \ub525\ub9c8\uc778\ub4dc\uac00 \uaebc\ub0b4\ub193\uc740 \uc0c8\ub85c\uc6b4 \ubc84\uc804\uc758 \ubc14\ub451 \uc778\uacf5\uc9c0\ub2a5\uc740 \ub2e4\uc2dc \ud55c \ubc88 \uc138\uc0c1\uc744 \ub180\ub77c\uac8c \ud588\ub2e4. \uc62c\ud574 10\uc6d4 18\uc77c \uad6c\uae00 \ub525\ub9c8\uc778\ub4dc\ub294 \uacfc\ud559\ud559\uc220\uc9c0 \ub124\uc774\ucc98\uc5d0 \u2018Mastering the game of Go without human knowledge\u2019\ub77c\ub294 \ub17c\ubb38\uc744 \uc2e4\uc5b4 \uc54c\ud30c\uace0 \uc81c\ub85c\uc758 \ud0c4\uc0dd\uc744 \uc54c\ub838\ub2e4. \uc774 \ub17c\ubb38\uc5d0 \ub530\ub974\uba74 \uc54c\ud30c\uace0 \uc81c\ub85c\ub294 \uc774\uc138\ub3cc\uacfc \ub300\uacb0\ud588\ub358 \uc54c\ud30c\uace0(AlphaGo lee) \ubc84\uc804\uc744 36\uc2dc\uac04 \ub9cc\uc5d0 \ub6f0\uc5b4\ub118\uc5c8\uace0, 72\uc2dc\uac04 \uc774\ud6c4\uc5d0\ub294 100\ubc88 \uaca8\ub904 100\ubc88 \uc774\uae30\ub294 \uae30\ub85d\uc744 \uc138\uc6e0\ub2e4. \uc54c\ud30c\uace0 \uc81c\ub85c\ub294 \uac01\uc885 \uc5b8\ub860\uc5d0\uc11c \u2018\uc778\uacf5\uc9c0 \ub2a5\uc758 \uc2e0\uae30\uc6d0\u2019\uc774\ub77c\ub294 \ucc2c\uc0ac\ub97c \ubc1b\uc73c\uba70 \ub6f0\uc5b4\ub09c \ud559\uc2b5 \uc18d\ub3c4\uc640 \uc131\ub2a5\uc744 \uacfc\uc2dc\ud588\ub2e4.<\/p>\n<figure id=\"attachment_3032\" aria-describedby=\"caption-attachment-3032\" style=\"width: 926px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/i0.wp.com\/gistnews.co.kr\/wordpress\/wp-content\/uploads\/2017\/11\/nature24270-f6.jpg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/gistnews.co.kr\/wordpress\/wp-content\/uploads\/2017\/11\/nature24270-f6.jpg?resize=696%2C280\" alt=\"*Elo rating: \uccb4\uc2a4 \ub4f1\uc758 2\uba85\uc81c \uac8c\uc784\uc5d0\uc11c \uc2e4\ub825 \uc0b0\ucd9c\ubc95 \uc54c\ud30c\uace0 \uc81c\ub85c\ub294 36\uc2dc\uac04 \ub9cc\uc5d0 \uc774\uc138\ub3cc\uc744 \uc774\uae34 \uc54c\ud30c\uace0(AlphaGo lee) \ubc84\uc804 \uc744, 40\uc77c \ud6c4\uc5d0\ub294 \ucee4\uc81c\ub97c \uc774\uae34 \uc54c\ud30c\uace0(AlphaGo Master) \ubc84\uc804\uc744 \ub2a5\uac00 \ud588\ub2e4. \" width=\"696\" height=\"280\" class=\"size-full wp-image-3032\" srcset=\"https:\/\/i0.wp.com\/gistnews.co.kr\/wp-content\/uploads\/2017\/11\/nature24270-f6.jpg?w=926&amp;ssl=1 926w, https:\/\/i0.wp.com\/gistnews.co.kr\/wp-content\/uploads\/2017\/11\/nature24270-f6.jpg?resize=300%2C121&amp;ssl=1 300w, https:\/\/i0.wp.com\/gistnews.co.kr\/wp-content\/uploads\/2017\/11\/nature24270-f6.jpg?resize=696%2C280&amp;ssl=1 696w\" sizes=\"(max-width: 696px) 100vw, 696px\" data-recalc-dims=\"1\" \/><\/a><figcaption id=\"caption-attachment-3032\" class=\"wp-caption-text\">*Elo rating: \uccb4\uc2a4 \ub4f1\uc758 2\uba85\uc81c \uac8c\uc784\uc5d0\uc11c \uc2e4\ub825 \uc0b0\ucd9c\ubc95<br \/>\uc54c\ud30c\uace0 \uc81c\ub85c\ub294 36\uc2dc\uac04 \ub9cc\uc5d0 \uc774\uc138\ub3cc\uc744 \uc774\uae34 \uc54c\ud30c\uace0(AlphaGo lee) \ubc84\uc804 \uc744, 40\uc77c \ud6c4\uc5d0\ub294 \ucee4\uc81c\ub97c \uc774\uae34 \uc54c\ud30c\uace0(AlphaGo Master) \ubc84\uc804\uc744 \ub2a5\uac00 \ud588\ub2e4.<br \/><\/figcaption><\/figure>\n<p><strong>\uc54c\ud30c\uace0 \uc81c\ub85c, \ubb34\uc5c7\uc774 \ud2b9\ubcc4\ud55c\uac00?<\/strong><br \/>\n\uc601\uad6d \uc77c\uac04 \ud154\ub808\uadf8\ub798\ud504\uc640\uc758 \uc778\ud130\ubdf0\uc5d0\uc11c \uad6c\uae00 \ub525\ub9c8\uc778\ub4dc\uc758 CEO \ub370\ubbf8\uc2a4 \ud5c8\uc0ac\ube44\uc2a4\ub294 \u201c\uc6b0\ub9ac\ub294 \uc774\uc81c \uc778\uac04\uc758 \uc9c0\uc2dd\uc5d0 \uad6c\uc18d\ubc1b\uc9c0 \uc54a\uc544\ub3c4 \ub41c\ub2e4\u201d\uba70 \uc54c\ud30c\uace0 \uc81c\ub85c\uac00 \uc774\uc804 \ubc84\uc804\uacfc \ub2ec\ub9ac \uc778\uac04\uc758 \ub370\uc774\ud130\ub97c \uc804\ud600 \uc4f0\uc9c0 \uc54a\ub294\ub2e4\ub294 \uc810\uc744 \uac15\uc870\ud588\ub2e4. <\/p>\n<p>\uadf8\uc758 \ub9d0\ucc98\ub7fc \uc54c\ud30c\uace0 \uc81c\ub85c\ub294 \ubc14\ub451\uc5d0 \ub300\ud55c \uaddc\uce59\uc744 \uc81c\uc678\ud558\uba74 \uc778\uac04\uc758 \ub370\uc774\ud130\ub77c\uace4 \uc544\ubb34\uac83\ub3c4 \uc5c6\ub294 \ubc31\uc9c0\uc0c1\ud0dc(tabula rasa)\uc5d0\uc11c \ucd9c\ubc1c\ud55c\ub2e4. \uc54c\ud30c\uace0 \uc81c\ub85c\ub294 \uc624\ub85c\uc9c0 \uc790\uae30 \uc790\uc2e0\uc758 \uc6c0\uc9c1\uc784\uacfc \uc2b9\ub9ac\ub97c \uc608\uce21\ud558\uba70 \uc2a4\uc2a4\ub85c \ubc14\ub451\uc744 \uae68\uc6b0\uce5c\ub2e4. \uc774\uc804 \ubc84\uc804\uc758 \uc54c\ud30c\uace0\ub294 \u2018\ubc14\ub451 \uace0\uc218\ub4e4\uc758 \uae30\ubcf4\u2019\ub77c\ub294 \ud574\ub2f5\uc9c0\ub97c \uac00\uc9c0\uace0 \ud559\uc2b5\ud588\ub2e4\uba74, \uc54c\ud30c\uace0 \uc81c\ub85c\ub294 \ub3c5\ud559\uc744 \ud55c \uc148\uc774\ub2e4. \uc774\ub294 \uba85\ud655\ud55c \uaddc\uce59\uc774 \uac16\ucdb0\uc9c4 \ud2b9\uc815 \uc870\uac74\uc5d0\uc11c\ub294 \uc778\uac04\uc758 \ub3c4\uc6c0 \uc5c6\uc774 \uc778\uacf5\uc9c0\ub2a5\uc774 \uc778\uac04\uc744 \ub118\uc5b4\uc124 \uc218 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc92c\ub2e4\uace0 \ud3c9\uac00\ud560 \uc218 \uc788\ub2e4. <\/p>\n<p>\uc54c\ud30c\uace0 \uc81c\ub85c\uac00 \uac04\uc18c\ud654\ub41c \uad6c\uc870\ub85c \uc774\ub904\uc84c\ub2e4\ub294 \uc810 \ub610\ud55c \uc8fc\ubaa9\ud560 \ud544\uc694\uac00 \uc788\ub2e4. \uad6c\uae00 \ub525\ub9c8\uc778\ub4dc\ub294 \uacf5\uc2dd \ud648\ud398\uc774\uc9c0\ub97c \ud1b5\ud574 \u201c\uc218\ub9ce\uc740 \uc544\ub9c8\ucd94\uc5b4 \uc120\uc218\ub4e4\uc758 \ub2f5\ubcf4\ub2e4 \ud504\ub85c \uc120\uc218 \ud55c \uba85\uc758 \uc870\uc5b8\uc774 \ub0ab\ub2e4\u201d\uba70 \uac04\ub2e8\ud55c \uad6c\uc870\ub85c \ub192\uc740 \uc2dc\uc2a4\ud15c \uc18d\ub3c4\ub97c \uad6c\ud604\ud55c \uac83\uc744 \uac15\uc870\ud588\ub2e4. \uc774\uc804 \ubc84\uc804\uc758 \uc54c\ud30c\uace0\ub294 \uc815\ucc45\ub9dd(policy network)\uc744 \ud1b5\ud574 \uc0c1\ub300\ubc29\uc774 \uc120\ud0dd\ud560 \uc6c0\uc9c1\uc784\uc744 \ud655\ub960\uc744 \ub098\ud0c0\ub0b4\uace0, \uac00\uce58\ub9dd(value network)\uc744 \ud1b5\ud574 \ud604\uc7ac \uc0c1\ud669\uc5d0\uc11c \uc774\uae38 \ud655\ub960\uc744 \ub098\ud0c0\ub0c8\ub2e4. \uadf8\ub7ec\ub098 \uc54c\ud30c\uace0 \uc81c\ub85c\ub294 \uae30\uc874\uc758 2\uac1c \uc2e0\uacbd\ub9dd\uc744 \ud558\ub098\ub85c \ud1b5\ud569\ud558\uace0 \ub354 \ub2e8\uc21c\ud55c \ud2b8\ub9ac \ud0d0\uc0c9(tree search)1)\uc744 \uc774 \uc6a9\ud574 \ud559\uc2b5\uc2dc\ucf30\ub2e4. <\/p>\n<p>\ub370\ubbf8\uc2a4 \ud558\uc0ac\ube44\uc2a4\ub294 \uc54c\ud30c\uace0 \uc81c\ub85c\uc5d0\uc11c \uc4f0\uc778 \uae30\uc220\uc774 \ubc14\ub451\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc2e0\uc57d\uac1c\ubc1c\uc774\ub098 \uc7ac\ub8cc\uacf5\ud559 \ub4f1 \ub354 \ub113\uc740 \ubd84\uc57c\uc5d0\uc11c \uc774\uc6a9\ub420 \uc218 \uc788\uc74c\uc744 \ub0b4\ube44\ucce4\ub2e4.<\/p>\n<p><strong>\uc54c\ud30c\uace0 \uc81c\ub85c, \uacfc\uc5f0 \ud601\uc2e0\uc778\uac00?<\/strong><br \/>\n\uc54c\ud30c\uace0 \uc81c\ub85c\uac00 \ud604\uc7ac \uac00\uc7a5 \ubc1c\uc804\ub41c \ud615\ud0dc\uc758 \ubc14\ub451 \uc778\uacf5\uc9c0\ub2a5\uc774\uba70 \uc21c\uc218\ud55c \uac15\ud654\ud559\uc2b5\uc758 \uc8fc\uc694\ud55c \uc9c4\ubcf4\ub97c \uc774\ub048 \uac83\uc740 \ubd80\uc815\ud560 \uc218 \uc5c6\ub2e4. \ud558\uc9c0\ub9cc \u2018\uc774\uac83\uc774 \uc5c4\uccad\ub09c \ud601\uc2e0\uc778\uac00\u2019\uc5d0 \ub300\ud574\uc11c\ub294 \ube44\ud310\uc801\uc778 \uc2dc\uc120\ub3c4 \uc874\uc7ac\ud55c\ub2e4. MIT \ud14c\ud06c\ub180\ub85c\uc9c0 \ub9ac\ubdf0\uc5d0 \ub530\ub974\uba74 \uc6cc\uc2f1\ud134\ub300\ud559\uad50 \uad50\uc218 \ud398\ub4dc\ub85c \ub3c4\ubc0d \uad6c\uc2a4\ub294 \u201c\uc54c\ud30c\uace0 \uc81c\ub85c\ub294 \uc774\uc138\ub3cc(\uc778\uac04)\uacfc \ub2ec\ub9ac \uc218\ubc31\ub9cc \ubc88\uc758 \ubc14\ub451 \ub300\uad6d\uc744 \ud1b5\ud574 \ud559\uc2b5\ud588\ub2e4\u201d\ub294 \uac83\uc744 \uc9c0\uc801\ud588\ub2e4. \uadf8\ub294 \u201c\uc774\uc138\ub3cc\uc774 \ucc54\ud53c\uc5b8\uc758 \uc790\ub9ac\uc5d0 \uc624\ub974\uae30\uae4c\uc9c0 \uce58\ub978 \ub300\uad6d\uacfc \ube44\uc2b7\ud55c \ud69f\uc218\ub97c \uacbd\ud5d8\ud558\uace0 \uc54c\ud30c\uace0 \uc81c\ub85c\uac00 \uadf8\ub97c \uc774\uacbc\ub2e4\uba74 \uc815\ub9d0\ub85c \ub180\ub77c\uc6e0\uc744 \uac83\u201d\uc774\ub77c\uace0 \ub9d0\ud588\ub2e4. <\/p>\n<p>\uad6c\uae00 \ub525\ub9c8\uc778\ub4dc\ub294 \uc778\uac04\uc758 \uc815\ubcf4\ub97c \uc804\ud600 \uc4f0\uc9c0 \uc54a\ub294 \uc21c\uc218\ud55c \uac15\ud654\ud559\uc2b5\uc73c\ub85c\ub3c4 \u2018\ubc14\ub451\u2019\uc774\ub77c\ub294 \uc601\uc5ed\uc5d0\uc11c \uc778\uacf5\uc9c0\ub2a5\uc774 \uc778\uac04\uc744 \uc0c1\ud68c\ud558\ub294 \ub2a5\ub825\uc744 \uac00\uc9c8 \uc218 \uc788\uc74c\uc744 \uc99d\uba85\ud588\ub2e4. \ud558\uc9c0\ub9cc \uba85\ud655\ud55c \uaddc\uce59\uc774 \uc8fc\uc5b4\uc9c0\uace0 \ubcc0\uc218\uac00 \ud1b5\uc81c\ub41c \ubc14\ub451\uacfc \ub2ec\ub9ac \ud604\uc2e4\uc758 \ub9ce\uc740 \ubb38\uc81c\ub294 \ub2e4\uc591\ud55c \uc774\ud574\uad00\uacc4\uac00 \ubcf5\uc7a1\ud558\uac8c \uc5bd\ud600\uc788\ub2e4. \uc54c\ud30c\uace0\uac00 \uc774\ub7f0 \ubb38\uc81c\ub97c \ub118\uc5b4\uc11c \ubc14\ub451 \uc678\uc5d0 \ub2e4\ub978 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc5c4\uccad\ub09c \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc904\uc9c0\uc5d0 \ub300\ud574\uc11c\ub294 \uae30\ub300\uc640 \ud68c\uc758\uac00 \uacf5\uc874\ud558\uace0 \uc788\ub2e4.<\/p>\n<p>==========================================================================<br \/>\n<em>1)\ud2b8\ub9ac \ud0d0\uc0c9(tree search) : \uc624\uc140\ub85c, \uccb4\uc2a4, \uc5f0\uc8fc, \ubc14\ub451 \ub4f1\uc5d0\uc11c \ucef4\ud4e8\ud130 \uac00 \uc778\uac04\uacfc \ub300\uc804\ud558\ub294 \ud504\ub85c\uadf8\ub7a8\uc744 \ub9cc\ub4e4 \ub54c, \uc778\uac04\uc758 \uc0ac\uace0 \ubc29\ubc95\uc744 \ubc14\ud0d5\uc73c \ub85c \uacbd\uc6b0\uc758 \uc218\ub97c \ubbf8\ub9ac \uc77d\uc74c\uc73c\ub85c\uc368 \ucd5c\uace0\uc758 \uc120\ud0dd\uc744 \uad6c\ud558\ub294 \ubc29\ubc95.<br \/>\n<\/em><\/p>\n<p>\uc721\ud0dc\uacbd \uae30\uc790<br \/>\ntaekyeong@gist.ac.kr<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uad6c\uae00 \ub525\ub9c8\uc778\ub4dc\uac00 \uaebc\ub0b4\ub193\uc740 \uc0c8\ub85c\uc6b4 \ubc84\uc804\uc758 \ubc14\ub451 \uc778\uacf5\uc9c0\ub2a5\uc740 \ub2e4\uc2dc \ud55c \ubc88 \uc138\uc0c1\uc744 \ub180\ub77c\uac8c \ud588\ub2e4. \uc62c\ud574 10\uc6d4 18\uc77c \uad6c\uae00 \ub525\ub9c8\uc778\ub4dc\ub294 \uacfc\ud559\ud559\uc220\uc9c0 \ub124\uc774\ucc98\uc5d0 \u2018Mastering the game of Go without human knowledge\u2019\ub77c\ub294 \ub17c\ubb38\uc744 \uc2e4\uc5b4 \uc54c\ud30c\uace0 \uc81c\ub85c\uc758 \ud0c4\uc0dd\uc744 \uc54c\ub838\ub2e4. \uc774 \ub17c\ubb38\uc5d0 \ub530\ub974\uba74 \uc54c\ud30c\uace0 \uc81c\ub85c\ub294 \uc774\uc138\ub3cc\uacfc \ub300\uacb0\ud588\ub358 \uc54c\ud30c\uace0(AlphaGo lee) \ubc84\uc804\uc744 36\uc2dc\uac04 \ub9cc\uc5d0 \ub6f0\uc5b4\ub118\uc5c8\uace0, 72\uc2dc\uac04 \uc774\ud6c4\uc5d0\ub294 100\ubc88 \uaca8\ub904 100\ubc88 \uc774\uae30\ub294 \uae30\ub85d\uc744 \uc138\uc6e0\ub2e4. [&hellip;]<\/p>\n","protected":false},"author":76,"featured_media":3032,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_post_was_ever_published":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[248,81],"tags":[],"coauthors":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/gistnews.co.kr\/wp-content\/uploads\/2017\/11\/nature24270-f6.jpg?fit=926%2C373&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pdL9j0-MT","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/3031"}],"collection":[{"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=\/wp\/v2\/users\/76"}],"replies":[{"embeddable":true,"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3031"}],"version-history":[{"count":1,"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/3031\/revisions"}],"predecessor-version":[{"id":3033,"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=\/wp\/v2\/posts\/3031\/revisions\/3033"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=\/wp\/v2\/media\/3032"}],"wp:attachment":[{"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3031"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3031"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3031"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/gistnews.co.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcoauthors&post=3031"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}