Augmenting Automated Game Testing with Deep Reinforcement Learning

29 March 2021

Papers citing "Augmenting Automated Game Testing with Deep Reinforcement Learning"

28 / 28 papers shown

Title
A Benchmark Environment for Offline Reinforcement Learning in Racing Games Girolamo Macaluso Alessandro Sestini Andrew D. Bagdanov OffRL 32 0 0 12 Jul 2024
Using Deep Convolutional Neural Networks to Detect Rendered Glitches in Video Games Carlos Garcia Ling Konrad Tollmar Linus Gisslén 48 18 0 12 Jun 2024
Reinforcement Learning for High-Level Strategic Control in Tower Defense Games Joakim Bergdahl Alessandro Sestini Linus Gisslén 53 0 0 12 Jun 2024
Aligning Agents like Large Language Models Adam Jelley Yuhan Cao Dave Bignell Sam Devlin Tabish Rashid LM&Ro 44 1 0 06 Jun 2024
Return-Aligned Decision Transformer Tsunehiko Tanaka Kenshi Abe Kaito Ariu Tetsuro Morimura Edgar Simo-Serra OffRL 69 1 0 06 Feb 2024
Difficulty Modelling in Mobile Puzzle Games: An Empirical Study on Different Methods to Combine Player Analytics and Simulated Data J. Kristensen Paolo Burelli 11 4 0 30 Jan 2024
Automatic Bug Detection in Games using LSTM Networks Elham Azizi Loutfouz Zaman 18 2 0 13 Dec 2023
PlotMap: Automated Layout Design for Building Game Worlds Yi Wang Jieliang Luo Adam Gaier Evan Atherton Hilmar Koch 30 1 0 26 Sep 2023
Improving Generalization in Game Agents with Data Augmentation in Imitation Learning Derek Yadgaroff Alessandro Sestini Konrad Tollmar Ayca Ozcelikkale Linus Gisslén 30 2 0 22 Sep 2023
Preference-conditioned Pixel-based AI Agent For Game Testing Sherif M. Abdelfattah Adrian Brown Pushi Zhang 22 2 0 18 Aug 2023
Generating Personas for Games with Multimodal Adversarial Imitation Learning William Ahlberg Alessandro Sestini Konrad Tollmar Linus Gisslén GAN 26 2 0 15 Aug 2023
Technical Challenges of Deploying Reinforcement Learning Agents for Game Testing in AAA Games Jonas Gillberg Joakim Bergdahl Alessandro Sestini Andy Eakins Linus Gisslén OffRL 30 7 0 19 Jul 2023
Games for Artificial Intelligence Research: A Review and Perspectives Chengpeng Hu Yunlong Zhao Ziqi Wang Haocheng Du Jialin Liu AI4CE 35 13 0 26 Apr 2023
Automated Play-Testing Through RL Based Human-Like Play-Styles Generation Pierre Le Pelletier de Woillemont Rémi Labory Vincent Corruble TTA 22 7 0 29 Nov 2022
Go-Explore Complex 3D Game Environments for Automated Reachability Testing Cong Lu Raluca Georgescu J. Verwey 27 7 0 01 Sep 2022
A Comparison of Reinforcement Learning Frameworks for Software Testing Tasks Paulina Stevia Nouwou Mindom Amin Nikanjam Foutse Khomh OffRL 12 10 0 25 Aug 2022
Automatic Testing and Validation of Level of Detail Reductions Through Supervised Learning Matilda Tamm Olivia Shamon H. Leon Konrad Tollmar Linus Gisslén 25 1 0 25 Aug 2022
Towards Informed Design and Validation Assistance in Computer Games Using Imitation Learning Alessandro Sestini Joakim Bergdahl Konrad Tollera Andrew D. Bagdanov Linus Gisslén 40 9 0 15 Aug 2022
Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation Guoqing Liu Mengzhang Cai Li Zhao Tao Qin Adrian Brown Jimmy Bischoff Tie-Yan Liu 24 7 0 18 Jul 2022
World of Bugs: A Platform for Automated Bug Detection in 3D Video Games Benedict Wilkins Kostas Stathis 6 7 0 21 Jun 2022
Task Relabelling for Multi-task Transfer using Successor Features Martin Balla Diego Perez-Liebana 19 1 0 20 May 2022
CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning Mohammad Reza Taesiri Finlay Macklon C. Bezemer CLIP 24 13 0 21 Mar 2022
Learning to Identify Perceptual Bugs in 3D Video Games Benedict Wilkins Kostas Stathis 6 5 0 25 Feb 2022
Direct Behavior Specification via Constrained Reinforcement Learning Julien Roy Roger Girgis Joshua Romoff Pierre-Luc Bacon C. Pal 27 34 0 22 Dec 2021
Predicting Game Engagement and Difficulty Using AI Players Shaghayegh Roohi Christian Guckelsberger Asko Relas Henri Heiskanen Jari Takatalo Perttu Hämäläinen 17 15 0 26 Jul 2021
Distilling Reinforcement Learning Tricks for Video Games Anssi Kanervisto Christian Scheller Yanick Schraner Ville Hautamaki OffRL VLM 16 5 0 01 Jul 2021
Improving Playtesting Coverage via Curiosity Driven Reinforcement Learning Agents Camilo Gordillo Joakim Bergdahl Konrad Tollmar Linus Gisslén OnRL 25 42 0 25 Mar 2021
Adversarial Reinforcement Learning for Procedural Content Generation Linus Gisslén Andy Eakins Camilo Gordillo Joakim Bergdahl Konrad Tollmar 29 48 0 08 Mar 2021