Sökning: "Carles Sans Fuentes"

Hittade 1 uppsats innehållade orden Carles Sans Fuentes.

  1. 1. Markov Decision Processes and ARIMA models to analyze and predict Ice Hockey player’s performance

    Master-uppsats, Linköpings universitet/Statistik och maskininlärning

    Författare :Carles Sans Fuentes; [2019]
    Nyckelord :Markov Decision Processes; Arima models; Ice hockey; Ad-tree; modelling; prediction;

    Sammanfattning : In this thesis, player’s performance on ice hockey is modelled to create newmetricsby match and season for players. AD-trees have been used to summarize ice hockey matches using state variables, which combine context and action variables to estimate the impact of each action under that specific state using Markov Decision Processes. LÄS MER