Predicting Game Difficulty and Churn Without Players

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 contribution is to combine AI gameplay using Deep Reinforcement Learning (DRL) with a simulation of how the player population evo...

Full description

Saved in:
Bibliographic Details
Published in:arXiv.org 2020-08
Main Authors: Shaghayegh Roohi, Relas, Asko, Takatalo, Jari, Heiskanen, Henri, Hämäläinen, Perttu
Format: Article
Language:English
Subjects:
Boredom
Computer simulation
Players
Population
Retraining
Simulation
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!