Testing Upside-Down Reinforcement Learning in Super Mario Bros environment

This repository contains project created for DNN course at Poznan University of Technology. Main goal of this project is to implement and test Upside-Down Reinforcement Learning in Super Mario Bros.

Authors

• Tomasz Kiljańczyk
• Rafał Ewiak

Sources and inspirations

• Training Agents using Upside-Down Reinforcement Learning
• Demystifying Upside-Down Reinforcement Learning (a.k.a ⅂ꓤ)
• A Simple Guide To Reinforcement Learning With The Super Mario Bros. Environment