Search Results for author: Randy Colvin

Found 1 papers, 0 papers with code

Modeling Individual Differences in Game Behavior using HMM

no code implementations1 Apr 2018 Sara Bunian, Alessandro Canossa, Randy Colvin, Magy Seif El-Nasr

We present a Hidden Markov Model (HMM) of player in-game behaviors to model individual differences, and 2. using the output of the HMM, we generate behavioral features used to classify real world players' characteristics, including game expertise and the big five personality traits.

Cannot find the paper you are looking for? You can Submit a new open access paper.