Browsing Master's theses in Information and Communication Technology by Author "Gammelsrød, Anders"

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Generating Levels and Playing Super Mario Bros. with Deep Reinforcement Learning Using various techniques for level generation and Deep Q-Networks for playing

Engelsvoll, Ruben Nygård; Gammelsrød, Anders; Thoresen, Bjørn-Inge Støtvig (Master thesis, 2020)

This thesis aims to explore the behavior of two competing reinforcement learning agents in Super Mario Bros. In video games, PCG can be used to assist human game designers by generating a particular aspect of the game. A ...