{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"Yapay Zeka Ajanlar\u0131 ve Takviye \u00d6\u011frenmesi","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"ELGO6UA2kj\"><a href=\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajanlari-ve-takviye-ogrenmesi\/\">Yapay Zeka Ajanlar\u0131 ve Takviye \u00d6\u011frenmesi<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajanlari-ve-takviye-ogrenmesi\/embed\/#?secret=ELGO6UA2kj\" width=\"600\" height=\"338\" title=\"&#8220;Yapay Zeka Ajanlar\u0131 ve Takviye \u00d6\u011frenmesi&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"ELGO6UA2kj\" 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<\/script>\n","description":"Yapay zeka alan\u0131nda \u00f6nemli bir yer tutan takviye \u00f6\u011frenmesi (Reinforcement Learning - RL), ajanlar\u0131n \u00e7evreleriyle etkile\u015fim halindeyken \u00f6d\u00fcller ve cezalar alarak \u00f6\u011frenmelerini sa\u011flar. Bu y\u00f6ntem, oyun oynayan yapay zekalardan otonom ara\u00e7lara kadar bir\u00e7ok alanda kullan\u0131l\u0131r. Bu makalede, takviye \u00f6\u011frenmesinin temel prensiplerini, farkl\u0131 y\u00f6ntemlerini ve uygulama \u00f6rneklerini ele alaca\u011f\u0131z. \u00d6ncelikle, temel kavramlar\u0131 anlayarak ba\u015flayal\u0131m."}