Sökning: "Philipp Eisen"
Hittade 1 uppsats innehållade orden Philipp Eisen.
1. Simulating Human Game Play for Level Difficulty Estimation with Convolutional Neural Networks
Master-uppsats, KTH/Skolan för informations- och kommunikationsteknik (ICT)Sammanfattning : This thesis presents an approach to predict the difficulty of levels in a game by simulating game play following a policy learned from human game play. Using state-action pairs tracked from players of the game Candy Crush Saga, we train a Convolutional Neural Network to predict an action given a game state. The trained model then acts as a policy. LÄS MER
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