Predicting Game Engagement and Difficulty Using AI Players

Predicting Game Engagement and Difficulty Using AI Players

26 July 2021

Shaghayegh Roohi

Christian Guckelsberger

Henri Heiskanen

Perttu Hämäläinen

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Papers citing "Predicting Game Engagement and Difficulty Using AI Players"

12 / 12 papers shown

Title
Using Deep Convolutional Neural Networks to Detect Rendered Glitches in Video Games Carlos Garcia Ling Konrad Tollmar Linus Gisslén 65 18 0 12 Jun 2024
Estimating player completion rate in mobile puzzle games using reinforcement learning J. Kristensen Arturo Valdivia Paolo Burelli 37 13 0 26 Jun 2023
Augmenting Automated Game Testing with Deep Reinforcement Learning Joakim Bergdahl Camilo Gordillo Konrad Tollmar Linus Gisslén OffRL 44 73 0 29 Mar 2021
Predicting Game Difficulty and Churn Without Players Shaghayegh Roohi Asko Relas Jari Takatalo Henri Heiskanen Perttu Hämäläinen 57 24 0 29 Aug 2020
Enhancing the Monte Carlo Tree Search Algorithm for Video Game Testing Sinan Ariyurek Aysu Betin Can Elif Surer 65 18 0 17 Mar 2020
Automated Video Game Testing Using Synthetic and Human-Like Agents Sinan Ariyurek Aysu Betin Can Elif Surer 33 75 0 02 Jun 2019
Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability Valerio Bonometti Charles Ringer Mark Hall Alex R. Wade Anders Drachen 29 11 0 27 May 2019
Automated Playtesting with Procedural Personas through MCTS with Evolved Heuristics Christoffer Holmgård M. Green Antonios Liapis Julian Togelius 36 100 0 19 Feb 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 499 19,065 0 20 Jul 2017
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 108 2,439 0 15 May 2017
Inferring Cognitive Models from Data using Approximate Bayesian Computation A. Kangasrääsiö Kumaripaba Athukorala Andrew Howes J. Corander Samuel Kaski Antti Oulasvirta 39 58 0 02 Dec 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 199 8,859 0 04 Feb 2016

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