Essays about: "Philipp Eisen"

Found 1 essay containing the words Philipp Eisen.

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

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Philipp Eisen; [2017]
    Keywords : ;

    Abstract : 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. READ MORE