Applying Deep Learning to Play Super Mario Bros. Larissa Barcellos · Follow 12 min read · Just now The complete program code can be found in this repository . If you’re interested in programming, you’ve likely heard of Deep Learning, one of the hottest topics in recent times. This learning method is applied in various applications, ranging from image recognition to language processing. In today’s Turing Talks, we’ll apply Deep Learning in a fascinating way: teaching a program to play Super Mario Bros. Today’s article requires minimal prior knowledge. More complex explanations are provided in an appendix at the end. Introduction to Reinforcement Learning Reinforcement Learning is a field that studies programs learning complex tasks through trial and error, similar to humans. These programs navigate a virtual environment, experimenting […]
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