67 citations · 192 across the 14 of their papers we have counts for
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cs.AI2021★ 17 cited
Predicting Game Engagement and Difficulty Using AI Players
Shaghayegh Roohi, Christian Guckelsberger, Asko Relas +3
This paper presents a novel approach to automated playtesting for the prediction of human player behavior and experience. It has previously been demonstrated that Deep Reinforcemen…
cs.AI2020★ 34 cited
Predicting Game Difficulty and Churn Without Players
Shaghayegh Roohi, Asko Relas, Jari Takatalo +2
We propose a novel simulation model that is able to predict the per-level churn and pass rates of Angry Birds Dream Blast, a popular mobile free-to-play game. Our primary contribut…