Sökning: "Philipp Eisen"

Hittade 1 uppsats innehållade orden Philipp Eisen.

  1. 1. Simulating Human Game Play for Level Difficulty Estimation with Convolutional Neural Networks

    Master-uppsats, KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Författare :Philipp Eisen; [2017]
    Nyckelord :;

    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