{"version":"1.0","provider_name":"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","provider_url":"https:\/\/atmokpo.com\/w","author_name":"root","author_url":"https:\/\/atmokpo.com\/w\/author\/root\/","title":"15. \ub525 \uac15\ud654\ud559\uc2b5(Deep RL) \uc785\ubb38 DQN\ubd80\ud130 \uc2dc\uc791\ud558\uae30, \ub525 Q-\ub124\ud2b8\uc6cc\ud06c(DQN)\uc758 \uac1c\ub150\uacfc \uad6c\uc870 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"bPqKFH0I3c\"><a href=\"https:\/\/atmokpo.com\/w\/40466\/\">15. \ub525 \uac15\ud654\ud559\uc2b5(Deep RL) \uc785\ubb38  DQN\ubd80\ud130 \uc2dc\uc791\ud558\uae30, \ub525 Q-\ub124\ud2b8\uc6cc\ud06c(DQN)\uc758 \uac1c\ub150\uacfc \uad6c\uc870<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/atmokpo.com\/w\/40466\/embed\/#?secret=bPqKFH0I3c\" width=\"600\" height=\"338\" title=\"&#8220;15. \ub525 \uac15\ud654\ud559\uc2b5(Deep RL) \uc785\ubb38  DQN\ubd80\ud130 \uc2dc\uc791\ud558\uae30, \ub525 Q-\ub124\ud2b8\uc6cc\ud06c(DQN)\uc758 \uac1c\ub150\uacfc \uad6c\uc870&#8221; &#8212; \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" data-secret=\"bPqKFH0I3c\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/atmokpo.com\/w\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","description":"\uac15\ud654\ud559\uc2b5(Reinforcement Learning, RL)\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \ud658\uacbd\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uba70 \ubcf4\uc0c1\uc744 \ucd5c\ub300\ud654\ud558\uae30 \uc704\ud574 \uc77c\ub828\uc758 \ud589\ub3d9\uc744 \ud559\uc2b5\ud558\ub294 \uae30\uacc4 \ud559\uc2b5\uc758 \ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8\ub294 \uc0c1\ud0dc(state), \ud589\ub3d9(action), \ubcf4\uc0c1(reward)\uc758 \uc138 \uac00\uc9c0 \uc8fc\uc694 \uc694\uc18c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc801\uc758 \uc815\ucc45(policy)\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uacfc \uacb0\ud569\ub41c \uac15\ud654\ud559\uc2b5, \uc989 \ub525 \uac15\ud654\ud559\uc2b5(Deep RL)\uc740 \uc7a0\uc7ac\uc801\uc73c\ub85c \ubcf5\uc7a1\ud55c \ud658\uacbd\uc5d0\uc11c\ub3c4 \ud6a8\uacfc\uc801\uc73c\ub85c \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. 1. \ub525 Q-\ub124\ud2b8\uc6cc\ud06c(DQN)\uc758 \uac1c\ub150 \ub525 Q-\ub124\ud2b8\uc6cc\ud06c(DQN)\ub294 \uac15\ud654\ud559\uc2b5\uc758 Q-\ub7ec\ub2dd(Q-learning) \uc54c\uace0\ub9ac\uc998\uc5d0 &hellip; \ub354 \ubcf4\uae30 \"\""}