{"id":3640,"date":"2023-05-17T10:37:00","date_gmt":"2023-05-17T03:37:00","guid":{"rendered":"https:\/\/stat.fst.unair.ac.id\/guest-lecture-introduction-to-reinforcement-learning\/"},"modified":"2024-05-10T18:46:45","modified_gmt":"2024-05-10T11:46:45","slug":"guest-lecture-introduction-to-reinforcement-learning","status":"publish","type":"post","link":"https:\/\/stat.fst.unair.ac.id\/en\/guest-lecture-introduction-to-reinforcement-learning\/","title":{"rendered":"Guest Lecture Introduction to Reinforcement Learning"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3640\" class=\"elementor elementor-3640 elementor-1228\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-777cc49a elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"777cc49a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2e82ce13\" data-id=\"2e82ce13\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7f4362b elementor-widget elementor-widget-heading\" data-id=\"7f4362b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Guest Lecture Introduction to Reinforcement Learning<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32dcedac elementor-icon-list--layout-inline elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"32dcedac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-clock\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8zm0 448c-110.5 0-200-89.5-200-200S145.5 56 256 56s200 89.5 200 200-89.5 200-200 200zm61.8-104.4l-84.9-61.7c-3.1-2.3-4.9-5.9-4.9-9.7V116c0-6.6 5.4-12 12-12h32c6.6 0 12 5.4 12 12v141.7l66.8 48.6c5.4 3.9 6.5 11.4 2.6 16.8L334.6 349c-3.9 5.3-11.4 6.5-16.8 2.6z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Wednesday, 17th May 2023<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm0 48c110.532 0 200 89.451 200 200 0 110.532-89.451 200-200 200-110.532 0-200-89.451-200-200 0-110.532 89.451-200 200-200m140.204 130.267l-22.536-22.718c-4.667-4.705-12.265-4.736-16.97-.068L215.346 303.697l-59.792-60.277c-4.667-4.705-12.265-4.736-16.97-.069l-22.719 22.536c-4.705 4.667-4.736 12.265-.068 16.971l90.781 91.516c4.667 4.705 12.265 4.736 16.97.068l172.589-171.204c4.704-4.668 4.734-12.266.067-16.971z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Writer: Laili Puspasari<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-152808e3 elementor-widget elementor-widget-image\" data-id=\"152808e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1382\" height=\"637\" src=\"https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture1.png\" class=\"attachment-full size-full wp-image-1232\" alt=\"\" srcset=\"https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture1.png 1382w, https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture1-300x138.png 300w, https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture1-1024x472.png 1024w, https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture1-768x354.png 768w, https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture1-18x8.png 18w\" sizes=\"(max-width: 1382px) 100vw, 1382px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41aba60d elementor-widget elementor-widget-text-editor\" data-id=\"41aba60d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>On Thursday (11\/05\/2023), the Statistics Bachelor&#8217;s Program at Airlangga University held a guest lecture on the theme &#8220;Introduction to Reinforcement Learning.&#8221; Reinforcement learning is one approach in the field of artificial intelligence that focuses on teaching agents to take optimal actions in a given environment. This method is inspired by how humans and animals learn through interaction with their surroundings.<\/p>\n<p>The guest lecture was conducted online via Zoom meeting. Participants included students from the Statistics Bachelor&#8217;s Program at Airlangga University and general participants from various other universities. The event began with the screening of a video profile of the Statistics Program, followed by opening remarks from MC Citra Imama, one of the Statistics Program students, and Elly Pusporani, S.Si., M.Stat., a lecturer in the Statistics Program.<\/p>\n<p>The guest speaker for this event was Dr. Sornalakshmi Krishnan from the Department of Data Science and Business Systems, India. In her presentation, Dr. Sornalakshmi Krishnan explained that reinforcement learning involves several important elements: agents, environment, actions, and rewards.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-dd4ef2f e-flex e-con-boxed e-con e-parent\" data-id=\"dd4ef2f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8088d2f elementor-widget elementor-widget-image\" data-id=\"8088d2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"373\" src=\"https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture2-1024x478.png\" class=\"attachment-large size-large wp-image-1234\" alt=\"\" srcset=\"https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture2-1024x478.png 1024w, https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture2-300x140.png 300w, https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture2-768x358.png 768w, https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture2-18x8.png 18w, https:\/\/stat.fst.unair.ac.id\/wp-content\/uploads\/sites\/23\/2023\/05\/Picture2.png 1366w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d623d6 elementor-widget elementor-widget-text-editor\" data-id=\"8d623d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>At the end of this event, the moderator conveyed that it was an interesting activity and hoped that with this guest lecture, it could serve as a platform for exchanging ideas and providing practical insights, inspiration, collaboration, and useful knowledge updates.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\/*! elementor &#8211; v3.21.0 &#8211; 08-05-2024 *\/ .elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]&gt;a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px} Guest Lecture Introduction to Reinforcement Learning Wednesday, 17th May 2023 Writer: Laili Puspasari \/*! elementor &#8211; [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[26,29,19],"tags":[],"class_list":["post-3640","post","type-post","status-publish","format-standard","hentry","category-announcement-en","category-news-en","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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