{"id":14752,"date":"2026-08-10T11:18:22","date_gmt":"2026-08-10T11:18:22","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-fundamentals-of-reinforcement-learning-2025-8-2\/"},"modified":"2026-08-10T11:18:22","modified_gmt":"2026-08-10T11:18:22","slug":"udemy-fundamentals-of-reinforcement-learning-2025-8-2","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-fundamentals-of-reinforcement-learning-2025-8-2\/","title":{"rendered":"Udemy \u2013 Fundamentals of Reinforcement Learning 2025-8"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\">Description<\/h2>\n<p dir=\"ltr\">Fundamentals of Reinforcement Learning is a course published by Udemy Online Academy. This course provides a comprehensive introduction to one of the major branches of machine learning, in which intelligent agents learn optimal behavior through interaction with an environment. Designed for individuals, AI professionals, and developers, this course covers the theoretical foundations and practical implementations of reinforcement learning algorithms used in robotics, game AI, autonomous systems, and decision-making applications. Students will learn key concepts such as Markov Decision Processes (MDPs), rewards, policies, value functions, exploration versus exploitation, dynamic programming, Monte Carlo methods, temporal difference learning (TD), and Q-learning.<\/p>\n<p dir=\"ltr\">This course explains the fundamentals of this exciting branch of artificial intelligence. You will learn the theory behind the algorithms and learn how to implement them in Python. There are plenty of opportunities to do this in this course, and each section comes with a coding assignment where you will build your own algorithms. By the end of this course, you will have a basic understanding of these algorithms.<\/p>\n<h3 dir=\"ltr\">What you will learn in Fundamentals of Reinforcement Learning:<\/h3>\n<ul dir=\"ltr\">\n<li>Learn the core concepts of reinforcement learning, from k-armed bandits to advanced programming algorithms.<\/li>\n<li>&nbsp;Implement key reinforcement learning algorithms, including Monte Carlo, SARSA, and Q-learning, from scratch in Python.<\/li>\n<li>&nbsp;Apply reinforcement learning techniques to solve classic problems such as frozen lakes, jack-in-the-box, blackjack, and cliff walking.<\/li>\n<li>&nbsp;Develop a deep understanding of the mathematical foundations underlying modern reinforcement learning approaches.<\/li>\n<li>&nbsp;And\u2026<\/li>\n<\/ul>\n<h3 dir=\"ltr\">Course specifications<\/h3>\n<p dir=\"ltr\">Publisher: <a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/fundamentals-of-reinforcement-learning\/?couponCode=KEEPLEARNING\" target=\"_blank\" rel=\"noopener\"> Udemy <\/a> Instructors: <a dir=\"ltr\" style=\"text-align: right\" href=\"https:\/\/downloadly.net\/tag\/tom-walker\/\" target=\"_blank\" rel=\"noopener\">Tom Walker<\/a> Language: English Level: Intermediate Number of Lessons: 52 Duration: 10 hours and 39 minutes<\/p>\n<h3 dir=\"ltr\">Course topics<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1041057\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/06\/Fundamentals-of-Reinforcement-Learning-Co.png\" alt=\"Fundamentals of Reinforcement Learning Content\" width=\"932\" height=\"603\"><\/p>\n<h3 dir=\"ltr\">Fundamentals of Reinforcement Learning Prerequisites<\/h3>\n<p dir=\"ltr\">Students should be comfortable with Python programming, including NumPy and Pandas. Basic understanding of probability concepts is beneficial (probability distributions, random variables, conditional and joint probabilities) While familiarity with other machine learning methods is helpful, it\u2019s not required. We\u2019ll build the necessary reinforcement learning concepts from the ground up. Section assignments are in pure python (rather than Jupyter Notebooks), and often span edits to multiple modules, so students should be setup with an editor (e.g. VS Code or PyCharm)<\/p>\n<h3 dir=\"ltr\">Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1041058\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/06\/Fundamentals-of-Reinforcement-Learning.png\" alt=\"Fundamentals of Reinforcement Learning\" width=\"923\" height=\"324\"><\/p>\n<h3 dir=\"ltr\">Fundamentals of Reinforcement Learning introduction video<\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-196574-1\"><video class=\"wp-video-shortcode\" id=\"video-196574-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Fundamentals_of_Reinforcement_Learning_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Fundamentals_of_Reinforcement_Learning_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Fundamentals_of_Reinforcement_Learning_Downloadly.ir.mp4?nocache=1786178820238\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Fundamentals_of_Reinforcement_Learning_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 dir=\"ltr\"><span class=\"notranslate\">Installation guide<\/span><\/h3>\n<p dir=\"ltr\">After Extract, watch with your favorite Player.<\/p>\n<p dir=\"ltr\">Subtitle: None<\/p>\n<p dir=\"ltr\">Quality: 1080p<\/p>\n<h3 dir=\"ltr\">Downloadly link<\/h3>\n<p dir=\"ltr\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Fundamentals_of_Reinforcement_Learning_2025-8.part1_Downloadly.ir.rar?nocache=1786178819\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Fundamentals_of_Reinforcement_Learning_2025-8.part2_Downloadly.ir.rar?nocache=1786178819\">Download Part 2 \u2013 1 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Fundamentals_of_Reinforcement_Learning_2025-8.part3_Downloadly.ir.rar?nocache=1786178819\">Download Part 3 \u2013 1 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Fundamentals_of_Reinforcement_Learning_2025-8.part4_Downloadly.ir.rar?nocache=1786178819\">Download Part 4 \u2013 643 MB<\/a><\/p>\n<h3 dir=\"ltr\">Rapidgator link<\/h3>\n<p dir=\"ltr\"><a href=\"https:\/\/rapidgator.net\/file\/81aaca13af7a75186abe24a6c3f8c128\/Udemy_Fundamentals_of_Reinforcement_Learning_2025-8.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/rapidgator.net\/file\/b83306a1716e89e25e1c7d6d610820cf\/Udemy_Fundamentals_of_Reinforcement_Learning_2025-8.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 1 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/rapidgator.net\/file\/1aeea4034c624398aae322a0b082f105\/Udemy_Fundamentals_of_Reinforcement_Learning_2025-8.part3_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 1 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/rapidgator.net\/file\/63ec9967f069aea905cd3c2f7501b388\/Udemy_Fundamentals_of_Reinforcement_Learning_2025-8.part4_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 4 \u2013 643 MB<\/a><\/p>\n<h5 dir=\"ltr\">File password (s): <a>www.downloadly.ir<\/a><\/h5>\n<h3 dir=\"ltr\">Size<\/h3>\n<p dir=\"ltr\">3.6 GB<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Fundamentals of Reinforcement Learning is a course published by Udemy Online Academy. This course provides a comprehensive introduction to one of th<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[120109,120110,120111,120112,120113,120114,120115,120116,120117],"class_list":["post-14752","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-fundamentals-of-reinforcement-learning","dgi_tag-fundamentals-of-reinforcement-learning-download","dgi_tag-fundamentals-of-reinforcement-learning-free","dgi_tag-fundamentals-of-reinforcement-learning-free-download","dgi_tag-tom-walker","dgi_tag-udemy-fundamentals-of-reinforcement-learning","dgi_tag-udemy-fundamentals-of-reinforcement-learning-download","dgi_tag-udemy-fundamentals-of-reinforcement-learning-free","dgi_tag-udemy-fundamentals-of-reinforcement-learning-free-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/14752","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/14752\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=14752"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=14752"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=14752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}