{"id":22340,"date":"2025-05-27T21:30:15","date_gmt":"2025-05-27T18:30:15","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/"},"modified":"2025-05-27T21:30:15","modified_gmt":"2025-05-27T18:30:15","slug":"yapay-zeka-ajani-ogrenme-gunlugu-1-gun","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/","title":{"rendered":"Yapay Zeka Ajan\u0131 \u00d6\u011frenme G\u00fcnl\u00fc\u011f\u00fc: 1. G\u00fcn"},"content":{"rendered":"<p><body><\/p>\n<p>Yapay Zeka Ajan\u0131 \u00d6\u011frenme G\u00fcnl\u00fc\u011f\u00fc: 1. G\u00fcn<\/p>\n<p>Bug\u00fcn, heyecan verici bir yolculu\u011fun ilk g\u00fcn\u00fcn\u00fc geride b\u0131rakt\u0131m: Yapay zeka ajan\u0131 \u00f6\u011frenme ser\u00fcvenim!  Uzun s\u00fcredir yapay zeka ve makine \u00f6\u011frenmesi alanlar\u0131yla ilgileniyordum.  Ancak,  pratik deneyim kazanmak i\u00e7in bir ad\u0131m atman\u0131n zaman\u0131n\u0131n geldi\u011fini d\u00fc\u015f\u00fcnd\u00fcm. Bu nedenle, kendi yapay zeka ajan\u0131m\u0131 e\u011fitmeye karar verdim.  Bu s\u00fcre\u00e7te kar\u015f\u0131la\u015ft\u0131\u011f\u0131m her \u015feyi, \u00f6\u011frendiklerimi ve deneyimlerimi sizlerle payla\u015faca\u011f\u0131m.<\/p>\n<p>\u0130lk ad\u0131m olarak, temel kavramlar\u0131 tekrar g\u00f6zden ge\u00e7irdim.  Reinforcement learning (peki\u015ftirmeli \u00f6\u011frenme) algoritmalar\u0131 \u00fczerinde yo\u011funla\u015ft\u0131m.  Bu algoritmalar, bir ajan\u0131n \u00e7evresiyle etkile\u015fim kurarak \u00f6\u011frenmesini sa\u011flar.  \u00d6rne\u011fin, bir oyun oynayan bir ajan, do\u011fru hamleler yapt\u0131\u011f\u0131nda \u00f6d\u00fcllendirilir ve yanl\u0131\u015f hamleler yapt\u0131\u011f\u0131nda cezaland\u0131r\u0131l\u0131r. Bu sayede, ajan zamanla optimal stratejiler geli\u015ftirir.  Ba\u015flang\u0131\u00e7ta, bu kavramlar\u0131n karma\u015f\u0131kl\u0131\u011f\u0131 beni biraz korkutmu\u015ftu, ancak detayl\u0131 ara\u015ft\u0131rmalar\u0131m ve pratik uygulamalar\u0131mla birlikte, kavramlar\u0131n daha net bir \u015fekilde anla\u015f\u0131lmas\u0131n\u0131 sa\u011flad\u0131m.<\/p>\n<p>Daha sonra, basit bir \u00e7evre olu\u015fturarak i\u015fe koyuldum.  Bu \u00e7evre, ajan\u0131m\u0131n \u00f6\u011frenme s\u00fcrecini sim\u00fcle edecekti.  Bu a\u015famada, Python programlama dili ve \u00e7e\u015fitli k\u00fct\u00fcphaneler kulland\u0131m.  \u00d6zellikle,  OpenAI Gym k\u00fct\u00fcphanesi olduk\u00e7a i\u015fime yarad\u0131.  Bu k\u00fct\u00fcphane, \u00f6nceden tan\u0131mlanm\u0131\u015f \u00e7e\u015fitli \u00e7evreler sunuyor ve kendi \u00e7evrelerinizi de olu\u015fturman\u0131za olanak tan\u0131yor.  Bu sayede, kendi ajan\u0131m\u0131 e\u011fitebilece\u011fim bir platform olu\u015fturdum.<\/p>\n<p>Kodu yazarken ve \u00e7al\u0131\u015ft\u0131r\u0131rken birka\u00e7 zorlukla kar\u015f\u0131la\u015ft\u0131m.  \u00d6rne\u011fin,  ajan\u0131m\u0131n \u00f6\u011frenme h\u0131z\u0131 beklentilerimin alt\u0131nda kald\u0131.  Bunun sebebinin, algoritma parametrelerinin do\u011fru \u015fekilde ayarlanmamas\u0131ndan kaynakland\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcnd\u00fcm.  Bu sorunu \u00e7\u00f6zmek i\u00e7in, farkl\u0131 parametrelerle deneyler yaparak en iyi sonucu veren kombinasyonu bulmaya \u00e7al\u0131\u015ft\u0131m.  Sonu\u00e7 olarak, ajan\u0131m\u0131n \u00f6\u011frenme h\u0131z\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rmay\u0131 ba\u015fard\u0131m.  Ayr\u0131ca,  kodun okunabilirli\u011fi ve s\u00fcrd\u00fcr\u00fclebilirli\u011fi a\u00e7\u0131s\u0131ndan kod d\u00fczenlemelerine gittim. Kodumu a\u00e7\u0131klay\u0131c\u0131 yorum sat\u0131rlar\u0131 ile destekledim.  Bu da kodun daha anla\u015f\u0131labilir olmas\u0131n\u0131 sa\u011flad\u0131.<\/p>\n<p>G\u00fcn sonunda,  bir yapay zeka ajan\u0131 geli\u015ftirmenin ne kadar zorlu ve ayn\u0131 zamanda heyecan verici bir s\u00fcre\u00e7 oldu\u011funu anlad\u0131m.  \u00d6\u011frendiklerim ve kar\u015f\u0131la\u015ft\u0131\u011f\u0131m zorluklar, yolculu\u011fumun daha da heyecanl\u0131 olaca\u011f\u0131n\u0131n bir g\u00f6stergesi.  Bu deneyimi payla\u015farak, ayn\u0131 konuda \u00e7al\u0131\u015fan di\u011fer geli\u015ftiricilere fayda sa\u011flamay\u0131 umuyorum.  Daha fazla bilgi edinmek isterseniz, <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> adresinden di\u011fer yaz\u0131lar\u0131m\u0131 inceleyebilirsiniz.<\/p>\n<p>Devam eden g\u00fcnlerde,  ajan\u0131m\u0131n yeteneklerini geli\u015ftirmeye ve daha karma\u015f\u0131k g\u00f6revleri yerine getirebilmesini sa\u011flamaya odaklanaca\u011f\u0131m.  Sonraki yaz\u0131lar\u0131mda, bu s\u00fcre\u00e7teki ilerlemelerimi ve \u00f6\u011frendiklerimi detayl\u0131 bir \u015fekilde payla\u015faca\u011f\u0131m.  Umar\u0131m bu yolculuk, hem benim hem de okuyucular\u0131m i\u00e7in keyifli ve bilgilendirici olur.<\/p>\n<p><strong>Anahtar Kelimeler:<\/strong> #YapayZeka #Ajan #\u00d6\u011frenme #Makine\u00d6\u011frenmesi #Peki\u015ftirmeli\u00d6\u011frenme #ReinforcementLearning #Python #OpenAIGym #Algoritma #Kodlama #FatihSoysal<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Yapay Zeka Ajan\u0131 \u00d6\u011frenme G\u00fcnl\u00fc\u011f\u00fc: 1. G\u00fcn Bug\u00fcn, heyecan verici bir yolculu\u011fun ilk g\u00fcn\u00fcn\u00fc geride b\u0131rakt\u0131m: Yapay zeka&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-22340","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Yapay Zeka Ajan\u0131 \u00d6\u011frenme G\u00fcnl\u00fc\u011f\u00fc: 1. G\u00fcn<\/title>\n<meta name=\"description\" content=\"Bug\u00fcn, heyecan verici bir yolculu\u011fun ilk g\u00fcn\u00fcn\u00fc geride b\u0131rakt\u0131m: Yapay zeka ajan\u0131 \u00f6\u011frenme ser\u00fcvenim! Uzun s\u00fcredir yapay zeka ve makine \u00f6\u011frenmesi alanlar\u0131yla ilgileniyordum. Ancak, pratik deneyim kazanmak i\u00e7in bir ad\u0131m atman\u0131n zaman\u0131n\u0131n geldi\u011fini d\u00fc\u015f\u00fcnd\u00fcm. Bu nedenle, kendi yapay zeka ajan\u0131m\u0131 e\u011fitmeye karar verdim. Bu s\u00fcre\u00e7te kar\u015f\u0131la\u015ft\u0131\u011f\u0131m her \u015feyi, \u00f6\u011frendiklerimi ve deneyimlerimi sizlerle payla\u015faca\u011f\u0131m.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zeka Ajan\u0131 \u00d6\u011frenme G\u00fcnl\u00fc\u011f\u00fc: 1. G\u00fcn\" \/>\n<meta property=\"og:description\" content=\"Bug\u00fcn, heyecan verici bir yolculu\u011fun ilk g\u00fcn\u00fcn\u00fc geride b\u0131rakt\u0131m: Yapay zeka ajan\u0131 \u00f6\u011frenme ser\u00fcvenim! Uzun s\u00fcredir yapay zeka ve makine \u00f6\u011frenmesi alanlar\u0131yla ilgileniyordum. Ancak, pratik deneyim kazanmak i\u00e7in bir ad\u0131m atman\u0131n zaman\u0131n\u0131n geldi\u011fini d\u00fc\u015f\u00fcnd\u00fcm. Bu nedenle, kendi yapay zeka ajan\u0131m\u0131 e\u011fitmeye karar verdim. Bu s\u00fcre\u00e7te kar\u015f\u0131la\u015ft\u0131\u011f\u0131m her \u015feyi, \u00f6\u011frendiklerimi ve deneyimlerimi sizlerle payla\u015faca\u011f\u0131m.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-27T18:30:15+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Yapay Zeka Ajan\u0131 \u00d6\u011frenme G\u00fcnl\u00fc\u011f\u00fc: 1. 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Bu s\u00fcre\u00e7te kar\u015f\u0131la\u015ft\u0131\u011f\u0131m her \u015feyi, \u00f6\u011frendiklerimi ve deneyimlerimi sizlerle payla\u015faca\u011f\u0131m.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/","og_locale":"tr_TR","og_type":"article","og_title":"Yapay Zeka Ajan\u0131 \u00d6\u011frenme G\u00fcnl\u00fc\u011f\u00fc: 1. G\u00fcn","og_description":"Bug\u00fcn, heyecan verici bir yolculu\u011fun ilk g\u00fcn\u00fcn\u00fc geride b\u0131rakt\u0131m: Yapay zeka ajan\u0131 \u00f6\u011frenme ser\u00fcvenim! Uzun s\u00fcredir yapay zeka ve makine \u00f6\u011frenmesi alanlar\u0131yla ilgileniyordum. Ancak, pratik deneyim kazanmak i\u00e7in bir ad\u0131m atman\u0131n zaman\u0131n\u0131n geldi\u011fini d\u00fc\u015f\u00fcnd\u00fcm. Bu nedenle, kendi yapay zeka ajan\u0131m\u0131 e\u011fitmeye karar verdim. Bu s\u00fcre\u00e7te kar\u015f\u0131la\u015ft\u0131\u011f\u0131m her \u015feyi, \u00f6\u011frendiklerimi ve deneyimlerimi sizlerle payla\u015faca\u011f\u0131m.","og_url":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2025-05-27T18:30:15+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/yapay-zeka-ajani-ogrenme-gunlugu-1-gun\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Yapay Zeka Ajan\u0131 \u00d6\u011frenme G\u00fcnl\u00fc\u011f\u00fc: 1. 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