{"id":3653,"date":"2024-07-18T10:31:14","date_gmt":"2024-07-18T01:31:14","guid":{"rendered":"https:\/\/itjaeneungnanum.org\/?page_id=3653"},"modified":"2024-10-05T10:43:10","modified_gmt":"2024-10-05T01:43:10","slug":"%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%bd%94%eb%93%9c-%ec%8b%ac%ec%b8%b5%eb%b6%84%ec%84%9d","status":"publish","type":"page","link":"https:\/\/itjaeneungnanum.org\/?page_id=3653","title":{"rendered":"\uc778\uacf5\uc9c0\ub2a5 \ud30c\uc774\uc36c \ucf54\ub4dc \uc2ec\uce35\ubd84\uc11d"},"content":{"rendered":"\n<p>\uc778\uacf5\uc9c0\ub2a5\uc744 \uad6c\ud604\ud55c \ud30c\uc774\uc36c \ucf54\ub4dc\ub97c \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub85c \ub098\ub204\uc5b4, \ud30c\uc774\uc36c \ucf54\ub4dc\uc758 \uad6c\uc131\uacfc \ub3d9\uc791 \uc6d0\ub9ac\ub97c \uc2ec\uce35 \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574\uc11c \uace0\uae09 \ud30c\uc774\uc36c \ud504\ub85c\uadf8\ub798\ubc0d \uc5ed\ub7c9\uc744 \uac16\ucd94\uace0, \ube45\ub370\uc774\ud130 \ucc98\ub9ac \ub2a5\ub825 \ud5a5\uc0c1, \uadf8\ub9ac\uace0 \uc778\uacf5\uc9c0\ub2a5\uc5d0 \ub300\ud55c \uae4a\uc774 \uc788\ub294 \uc774\ud574\ub97c \ub3c4\ubaa8\ud569\ub2c8\ub2e4. <\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\ub9e4\uc8fc \ud1a0\uc694\uc77c \uc544\uce68 9\uc2dc\uc5d0 \uc720\ud29c\ube0c\ub97c \ud1b5\ud574\uc11c \ub77c\uc774\ube0c \ubc29\uc1a1\uc73c\ub85c \uc9c4\ud589\ud560 \uc608\uc815\uc785\ub2c8\ub2e4. \ub9ce\uc740 \uc131\uc6d0\uacfc \uad00\uc2ec\uc744 \ubd80\ud0c1\ub4dc\ub9bd\ub2c8\ub2e4. <\/p>\n\n\n\n<ul><li>\uc77c\uacf1\ubc88\uc9f8 \uac15\uc758(10\/11) &#8211; Q-Learning\uc744 \ud30c\uc774\uc36c\uc73c\ub85c \uad6c\ud604\ud558\uae30<\/li><li>\uc5ec\ub35f\ubc88\uc9f8 \uac15\uc758(10\/18) &#8211; Vanilla Policy Gradient(REINFORCE)\ub97c \ud30c\uc774\uc36c\uc73c\ub85c \uad6c\ud604\ud558\uae30<\/li><li>\uc544\ud649\ubc88\uc9f8 \uac15\uc758(10\/25) &#8211; PPO\ub97c \ud30c\uc774\uc36c\uc73c\ub85c \uad6c\ud604\ud558\uae30<\/li><\/ul>\n\n\n\n<h3>\uc5ec\uc12f\ubc88\uc9f8 \uac15\uc758(10\/4)<\/h3>\n\n\n\n<p>\ub9c1\ud06c : <a href=\"https:\/\/youtube.com\/live\/NbCCCPgjBpk?feature=share\">https:\/\/youtube.com\/live\/NbCCCPgjBpk?feature=share<\/a><\/p>\n\n\n\n<p>Deep Q-Network\ub97c \ud30c\uc774\uc36c\uc73c\ub85c \uad6c\ud604\ud558\uae30(OpenAI&#8217;s Gymnasium\uc0ac\uc6a9)<\/p>\n\n\n\n<h3>\ub2e4\uc12f\ubc88\uc9f8 \uac15\uc758(9\/21)<\/h3>\n\n\n\n<p>\ub9c1\ud06c : <a href=\"https:\/\/youtu.be\/iNAJmS3btrw\">https:\/\/youtu.be\/iNAJmS3btrw<\/a><\/p>\n\n\n\n<p>Diffusion Model\uc744 \ud30c\uc774\uc36c\uc73c\ub85c \uad6c\ud604\ud558\uae30<\/p>\n\n\n\n<h3>\ub124\ubc88\uc9f8 \uac15\uc758(8\/24)<\/h3>\n\n\n\n<p>\ub9c1\ud06c : <a href=\"https:\/\/youtube.com\/live\/dm1JSOitvWc?feature=share\">https:\/\/youtube.com\/live\/dm1JSOitvWc?feature=share<\/a><\/p>\n\n\n\n<p>\ud2b8\ub79c\uc2a4\ud3ec\uba38\uc758 \uc778\ucf54\ub354\ub97c \ud30c\uc774\uc36c\uc73c\ub85c \uad6c\ud604\ud558\uae30<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3>\uc138\ubc88\uc9f8 \uac15\uc758(8\/17) <\/h3>\n\n\n\n<p>\ub9c1\ud06c : <a href=\"https:\/\/youtube.com\/live\/XCoheERiRy0?feature=share\">https:\/\/youtube.com\/live\/XCoheERiRy0?feature=share<\/a><\/p>\n\n\n\n<p>\ud2b8\ub79c\uc2a4\ud3ec\uba38\uc758 \uc5b4\ud150\uc158\uc744 \ud30c\uc774\uc36c\uc73c\ub85c \uad6c\ud604\ud558\uae30<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3>\ub450\ubc88\uc9f8 \uac15\uc758(8\/3) <\/h3>\n\n\n\n<p>\ub9c1\ud06c : <a href=\"https:\/\/youtube.com\/live\/NEcmw8z7VKQ?feature=share\">https:\/\/youtube.com\/live\/NEcmw8z7VKQ?feature=share<\/a><\/p>\n\n\n\n<p>\uc778\uacf5\uc9c0\ub2a5 \ud30c\uc774\uc36c\ucf54\ub4dc \uc2ec\uce35\ubd84\uc11d\uc744 \ubcf8\uaca9 \uc2dc\uc791\ud558\uae30\uc5d0 \uc55e\uc11c PyTorch\uc758 nn.Module\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544 \ubcf4\uace0, \uc778\uacf5\uc9c0\ub2a5 \uad6c\ud604\ucf54\ub4dc\uc5d0\uc11c \uc2e4\uc81c \uc0ac\uc6a9\ub41c \uc0ac\ub840\ub97c \ud568\uaed8 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4. <\/p>\n\n\n\n<ul><li>MLP\ub97c NumPy\ub85c \uad6c\ud604\ud558\uae30<\/li><li>pytorch\uc758 nn.Module<\/li><li>forward\ud568\uc218<\/li><li>backward\ud568\uc218 <\/li><li>linear transformation<\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3>\uccab\ubc88\uc9f8 \uac15\uc758(7\/27) &nbsp;<\/h3>\n\n\n\n<p>\ub9c1\ud06c : <a href=\"https:\/\/youtube.com\/live\/Jz1G-hKazdk?feature=share\">https:\/\/youtube.com\/live\/Jz1G-hKazdk?feature=share<\/a><\/p>\n\n\n\n<p>\uc778\uacf5\uc9c0\ub2a5 \ud30c\uc774\uc36c\ucf54\ub4dc \uc2ec\uce35\ubd84\uc11d\uc744 \ubcf8\uaca9 \uc2dc\uc791\ud558\uae30\uc5d0 \uc55e\uc11c PyTorch\uc758 tensor\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544 \ubcf4\uace0, \uc778\uacf5\uc9c0\ub2a5 \uad6c\ud604\ucf54\ub4dc\uc5d0\uc11c \uc2e4\uc81c \uc0ac\uc6a9\ub41c \uc0ac\ub840\ub97c \ud568\uaed8 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/p>\n\n\n\n<ul><li>pytorch\uc640 tensorflow<\/li><li>tensor\uc758 \uc0dd\uc131<\/li><li>tensor\uc758 shape \ubcc0\uacbd<\/li><li>tensor\uac04\uc758 \uc5f0\uc0b0<\/li><li>tensor\uc758 \uc720\uc6a9\ud55c \ud568\uc218\ub4e4<\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5\uc744 \uad6c\ud604\ud55c \ud30c\uc774\uc36c \ucf54\ub4dc\ub97c \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub85c \ub098\ub204\uc5b4, \ud30c\uc774\uc36c \ucf54\ub4dc\uc758 \uad6c\uc131\uacfc \ub3d9\uc791 \uc6d0\ub9ac\ub97c \uc2ec\uce35 \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574\uc11c \uace0\uae09 \ud30c\uc774\uc36c \ud504\ub85c\uadf8\ub798\ubc0d \uc5ed\ub7c9\uc744 \uac16\ucd94\uace0, \ube45\ub370\uc774\ud130 \ucc98\ub9ac \ub2a5\ub825 \ud5a5\uc0c1, \uadf8\ub9ac\uace0 \uc778\uacf5\uc9c0\ub2a5\uc5d0 \ub300\ud55c \uae4a\uc774 \uc788\ub294 \uc774\ud574\ub97c \ub3c4\ubaa8\ud569\ub2c8\ub2e4. \ub9e4\uc8fc \ud1a0\uc694\uc77c \uc544\uce68 9\uc2dc\uc5d0 \uc720\ud29c\ube0c\ub97c \ud1b5\ud574\uc11c \ub77c\uc774\ube0c \ubc29\uc1a1\uc73c\ub85c \uc9c4\ud589\ud560 \uc608\uc815\uc785\ub2c8\ub2e4. \ub9ce\uc740 \uc131\uc6d0\uacfc \uad00\uc2ec\uc744 \ubd80\ud0c1\ub4dc\ub9bd\ub2c8\ub2e4. \uc77c\uacf1\ubc88\uc9f8 \uac15\uc758(10\/11) &#8211; Q-Learning\uc744 \ud30c\uc774\uc36c\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc5ec\ub35f\ubc88\uc9f8 \uac15\uc758(10\/18) &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/itjaeneungnanum.org\/?page_id=3653\"> <span class=\"screen-reader-text\">\uc778\uacf5\uc9c0\ub2a5 \ud30c\uc774\uc36c \ucf54\ub4dc \uc2ec\uce35\ubd84\uc11d<\/span> \ub354 \ubcf4\uae30 &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":""},"_links":{"self":[{"href":"https:\/\/itjaeneungnanum.org\/index.php?rest_route=\/wp\/v2\/pages\/3653"}],"collection":[{"href":"https:\/\/itjaeneungnanum.org\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/itjaeneungnanum.org\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/itjaeneungnanum.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itjaeneungnanum.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3653"}],"version-history":[{"count":16,"href":"https:\/\/itjaeneungnanum.org\/index.php?rest_route=\/wp\/v2\/pages\/3653\/revisions"}],"predecessor-version":[{"id":4725,"href":"https:\/\/itjaeneungnanum.org\/index.php?rest_route=\/wp\/v2\/pages\/3653\/revisions\/4725"}],"wp:attachment":[{"href":"https:\/\/itjaeneungnanum.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3653"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}