{"id":56257,"global_id":"www.aachen.digital\/en\/?id=56257","global_id_lineage":["www.aachen.digital\/en\/?id=56257"],"author":"3","status":"publish","date":"2024-12-20 12:07:16","date_utc":"2024-12-20 11:07:16","modified":"2024-12-20 12:07:16","modified_utc":"2024-12-20 11:07:16","url":"https:\/\/www.aachen.digital\/en\/event\/ki-reinforcement-learning-konzepte-anwendungen-und-interaktives-lernen\/","rest_url":"https:\/\/www.aachen.digital\/en\/wp-json\/tribe\/events\/v1\/events\/56257","title":"KI &amp; Reinforcement Learning: Konzepte, Anwendungen und Interaktives Lernen","description":"<div>In diesem interaktiven Workshop lernst du die Grundlagen des Reinforcement Learnings (RL) und des Q-Learnings praxisnah kennen.<\/div>\n<div style=\"margin-top: 20px;\">\n<div style=\"margin: 20px 10px; font-size: 15px; line-height: 22px; font-weight: 400; text-align: left;\">\n<p>Im Rahmen des <strong>EDIH Rheinland (European Digital Innovation Hub)<\/strong> bieten wir dir einen interaktiven Workshop an, in dem du die Grundlagen des Reinforcement Learnings (RL) und des Q-Learnings auf verst\u00e4ndliche und praxisnahe Weise kennenlernst.<\/p>\n<p><strong>Wer steckt dahinter?<\/strong><\/p>\n<p>Der Workshop wird vom<strong> EDIH Rheinland-Partner<\/strong> <strong>MTI (Manufacturing Technology Institute)<\/strong> der RWTH Aachen organisiert, das f\u00fcr seine innovative Forschung im Bereich der Produktions- und Fertigungstechnik bekannt ist. Hier verbinden wir modernste Technologien mit praxisnahen L\u00f6sungen, um Unternehmen und Institutionen auf ihrem Weg zur Digitalisierung und Automatisierung zu unterst\u00fctzen. Gemeinsam mit dem <strong>digitalHUB Aachen<\/strong>, einem f\u00fchrenden Netzwerk f\u00fcr digitale Innovationen, bieten wir dir die perfekte Gelegenheit, KI in Aktion zu erleben.<\/p>\n<p><strong>Was erwartet dich im Workshop?<\/strong><\/p>\n<p>In <strong>ca. 2 Stunden<\/strong> bekommst du spannende Einblicke in:<\/p>\n<ul>\n<li><strong>Reinforcement Learning (RL):<\/strong>\nEine Schl\u00fcsseltechnologie der K\u00fcnstlichen Intelligenz, die es Maschinen erm\u00f6glicht, durch Belohnungen aus ihren Handlungen zu lernen. RL wird bereits in Bereichen wie Robotik, autonomes Fahren oder Logistik eingesetzt.<\/li>\n<li><strong>Q-Learning:<\/strong>\nEin einfacher, aber leistungsstarker RL-Algorithmus, der Schritt f\u00fcr Schritt erkl\u00e4rt wird. Du lernst, wie Maschinen optimale Entscheidungen treffen k\u00f6nnen, und kannst dieses Wissen direkt anwenden.<\/li>\n<li><strong>Interaktive Praxis mit Q-Snake:<\/strong>\nProbiere ein RL-Modell selbst aus: Mit einem simulierten Spiel kannst du erleben, wie kleine \u00c4nderungen an Parametern das Verhalten eines Algorithmus ver\u00e4ndern.<\/li>\n<li><strong>Reale Anwendungsf\u00e4lle und Diskussion:<\/strong>\nWir zeigen dir, wie RL in der Industrie genutzt wird, und du kannst mit anderen Teilnehmenden und unseren Experten \u00fcber Einsatzm\u00f6glichkeiten und Herausforderungen diskutieren.<strong>Was solltest du mitbringen?<\/strong><\/li>\n<\/ul>\n<p>Einen Laptop (falls m\u00f6glich), um die \u00dcbungen direkt mitzumachen \u2013 es geht aber auch ohne.<\/p>\n<p><strong>Ein Workshop <\/strong><strong>vom<\/strong> <a title=\"\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" data-msys-clicktrack=\"0\"><strong>MTI der RWTH Aachen <\/strong><\/a><strong>und dem <\/strong><a title=\"https:\/\/www.aachen.digital\/\" href=\"https:\/\/www.aachen.digital\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" data-msys-clicktrack=\"0\"><strong>digitalHUB Aachen<\/strong><\/a><\/p>\n<\/div>\n<p><a class=\"button\" href=\"https:\/\/www.eventbrite.de\/e\/ki-reinforcement-learning-konzepte-anwendungen-und-interaktives-lernen-tickets-1117455833479\" target=\"_blank\" rel=\"noopener nofollow\">Anmeldung<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-53654\" src=\"https:\/\/www.aachen.digital\/wp-content\/uploads\/2024\/09\/EDIH_LOGO_16_9-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.aachen.digital\/wp-content\/uploads\/2024\/09\/EDIH_LOGO_16_9-300x169.jpg 300w, https:\/\/www.aachen.digital\/wp-content\/uploads\/2024\/09\/EDIH_LOGO_16_9-1024x576.jpg 1024w, https:\/\/www.aachen.digital\/wp-content\/uploads\/2024\/09\/EDIH_LOGO_16_9-768x432.jpg 768w, 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