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Online platforms take proactive measures to detect and address undesirable behavior, aiming to focus these resource-intensive efforts where such behavior is most prevalent. This article considers the problem of efficient sampling for…

Machine Learning · Computer Science 2025-03-28 Jacob Morrier , Rafal Kocielnik , R. Michael Alvarez

In games, as in and many other domains, design validation and testing is a huge challenge as systems are growing in size and manual testing is becoming infeasible. This paper proposes a new approach to automated game validation and testing.…

Software Engineering · Computer Science 2022-08-22 Alessandro Sestini , Joakim Bergdahl , Konrad Tollmar , Andrew D. Bagdanov , Linus Gisslén

The nascent field of neurogames relies on active Brain-Computer Interface input to drive its game mechanics. Consequently, users expect their conscious will to be meaningfully reflected on the virtual environment they're engaging in.…

Human-Computer Interaction · Computer Science 2025-04-22 Diego Saldivar

Protecting against adversarial attacks is a common multiagent problem. Attackers in the real world are predominantly human actors, and the protection methods often incorporate opponent models to improve the performance when facing humans.…

Artificial Intelligence · Computer Science 2023-11-29 David Milec , Viliam Lisý , Christopher Kiekintveld

Game theory is appropriate for studying cyber conflict because it allows for an intelligent and goal-driven adversary. Applications of game theory have led to a number of results regarding optimal attack and defense strategies. However, the…

Cryptography and Security · Computer Science 2015-11-16 Erik M. Ferragut , Andrew C. Brady , Ethan J. Brady , Jacob M. Ferragut , Nathan M. Ferragut , Max C. Wildgruber

Agent-based models (ABMs) and video games, including those taking advantage of virtual reality (VR), have undergone a remarkable parallel evolution, achieving impressive levels of complexity and sophistication. This paper argues that while…

Current schemes to detect cheating in online games often build on the assumption that the applied cheat takes actions that are drastically different from normal behavior. For instance, an Aimbot for a first-person shooter is used by an…

Cryptography and Security · Computer Science 2020-04-28 Tim Witschel , Christian Wressnegger

Currently, gaming is the world's favorite form of entertainment. Various studies have shown how games impact players' perceptions and behaviors, prompting opportunities for purposes beyond entertainment. This study uses Animal Crossing: New…

Computers and Society · Computer Science 2020-06-18 Quan-Hoang Vuong , Manh-Toan Ho , Minh-Hoang Nguyen , Thanh-Hang Pham , Hoang-Anh Ho , Thu-Trang Vuong , Viet-Phuong La

As generative AI increasingly outperforms students in producing academic writing, a critical question arises: how can we preserve the motivation, creativity, and intellectual growth of novice researchers in an age of automated academic…

Human-Computer Interaction · Computer Science 2025-10-28 Kenji Saito , Rei Tadika

Game-like programs have become increasingly popular in many software engineering domains such as mobile apps, web applications, or programming education. However, creating tests for programs that have the purpose of challenging human…

Software Engineering · Computer Science 2022-08-30 Patric Feldmeier , Gordon Fraser

Game publishers and anti-cheat companies have been unsuccessful in blocking cheating in online gaming. We propose a novel, vision-based approach that captures the final state of the frame buffer and detects illicit overlays. To this aim, we…

Computer Vision and Pattern Recognition · Computer Science 2021-03-30 Aditya Jonnalagadda , Iuri Frosio , Seth Schneider , Morgan McGuire , Joohwan Kim

The ability to inferring latent psychological traits from human behavior is key to developing personalized human-interacting machine learning systems. Approaches to infer such traits range from surveys to manually-constructed experiments…

Machine Learning · Computer Science 2019-12-13 Fan Yang , Liu Leqi , Yifan Wu , Zachary C. Lipton , Pradeep Ravikumar , William W. Cohen , Tom Mitchell

Synthetic data generation has been a growing area of research in recent years. However, its potential applications in serious games have not been thoroughly explored. Advances in this field could anticipate data modelling and analysis, as…

Computers and Society · Computer Science 2024-01-30 Jaime Pérez , Mario Castro , Edmond Awad , Gregorio López

The Arcade Learning Environment (ALE) is a popular platform for evaluating reinforcement learning agents. Much of the appeal comes from the fact that Atari games demonstrate aspects of competency we expect from an intelligent agent and are…

Machine Learning · Computer Science 2019-06-10 Kenny Young , Tian Tian

Understanding player behavior is fundamental in game data science. Video games evolve as players interact with the game, so being able to foresee player experience would help to ensure a successful game development. In particular, game…

Machine Learning · Statistics 2018-12-10 Anna Guitart , Pei Pei Chen , Paul Bertens , África Periáñez

This paper introduces DATA Agent, a system which creates murder mystery adventures from open data. In the game, the player takes on the role of a detective tasked with finding the culprit of a murder. All characters, places, and items in…

Artificial Intelligence · Computer Science 2018-10-05 Michael Cerny Green , Gabriella A. B. Barros , Antonios Liapis , Julian Togelius

In recent years videogame companies have recognized the role of player engagement as a major factor in user experience and enjoyment. This encouraged a greater investment in new types of game controllers such as the WiiMote, Rock Band…

Human-Computer Interaction · Computer Science 2013-02-18 Luís Filipe Teófilo , Pedro Alves Nogueira , Pedro Brandão Silva

Toxicity and harassment are widespread in the video-gaming context. Especially in competitive online multiplayer scenarios, gamers oftentimes send harmful messages to other players (teammates or opponents) whose consequences span from mild…

Cryptography and Security · Computer Science 2026-04-14 Jonas Ave , Irdin Pekaric , Matthias Frohner , Giovanni Apruzzese

Games have been the perfect test-beds for artificial intelligence research for the characteristics that widely exist in real-world scenarios. Learning and optimisation, decision making in dynamic and uncertain environments, game theory,…

Artificial Intelligence · Computer Science 2024-06-05 Chengpeng Hu , Yunlong Zhao , Ziqi Wang , Haocheng Du , Jialin Liu

There has been a large body of research focused on the representation of gender in video games. Disproportionately, there has been very little research in respect to the representation of disability. This research was aimed at examining the…

Human-Computer Interaction · Computer Science 2021-04-01 Jethro Shell