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We build on the recently proposed EigenGame that views eigendecomposition as a competitive game. EigenGame's updates are biased if computed using minibatches of data, which hinders convergence and more sophisticated parallelism in the…

Machine Learning · Statistics 2022-03-23 Ian Gemp , Brian McWilliams , Claire Vernade , Thore Graepel

Agent-based modeling (ABM) is a powerful paradigm to gain insight into social phenomena. One area that ABM has rarely been applied is coalition formation. Traditionally, coalition formation is modeled using cooperative game theory. In this…

Multiagent Systems · Computer Science 2020-09-02 Daniele Vernon-Bido , Andrew J. Collins

The act and experience of programming is, at its heart, a fundamentally human activity that results in the production of artifacts. When considering programming, therefore, it would be a glaring omission to not involve people who specialize…

Software Engineering · Computer Science 2018-11-07 John Aycock , Tara Copplestone

We explore how interaction with large language models (LLMs) can give rise to emergent behaviors, empowering players to participate in the evolution of game narratives. Our testbed is a text-adventure game in which players attempt to solve…

Behavioural cloning, where a computer is taught to perform a task based on demonstrations, has been successfully applied to various video games and robotics tasks, with and without reinforcement learning. This also includes end-to-end…

Artificial Intelligence · Computer Science 2020-05-19 Anssi Kanervisto , Joonas Pussinen , Ville Hautamäki

The increasing complexity of gameplay mechanisms in modern video games is leading to the emergence of a wider range of ways to play games. The variety of possible play-styles needs to be anticipated by designers, through automated tests.…

Machine Learning · Computer Science 2022-12-01 Pierre Le Pelletier de Woillemont , Rémi Labory , Vincent Corruble

A growing body of research suggests that embodied gameplay, prevalent not just in human cultures but across a variety of animal species including turtles and ravens, is critical in developing the neural flexibility for creative problem…

Computer Vision and Pattern Recognition · Computer Science 2021-02-26 Luca Weihs , Aniruddha Kembhavi , Kiana Ehsani , Sarah M Pratt , Winson Han , Alvaro Herrasti , Eric Kolve , Dustin Schwenk , Roozbeh Mottaghi , Ali Farhadi

A playtest is the process in which human testers are recruited to play video games and to reveal software bugs. Manual testing is expensive and time-consuming, especially when there are many mobile games to test and every software version…

Software Engineering · Computer Science 2021-02-26 Yan Zhao , Weihao Zhang , Enyi Tang , Haipeng Cai , Xi Guo , Na Meng

In imperfect-information games, subgame solving is significantly more challenging than in perfect-information games, but in the last few years, such techniques have been developed. They were the key ingredient to the milestone of superhuman…

Computer Science and Game Theory · Computer Science 2021-12-06 Brian Hu Zhang , Tuomas Sandholm

Advanced Persistent Threats (APTs) have recently emerged as a significant security challenge for a cyber-physical system due to their stealthy, dynamic and adaptive nature. Proactive dynamic defenses provide a strategic and holistic…

Computer Science and Game Theory · Computer Science 2019-11-11 Linan Huang , Quanyan Zhu

Emergency training and planning provide structured curricula, rule-based action items, and interdisciplinary collaborative entities to imitate and teach real-life tasks. This rule-based structure enables the curricula to be transferred into…

Playing text-based games requires skills in processing natural language and sequential decision making. Achieving human-level performance on text-based games remains an open challenge, and prior research has largely relied on hand-crafted…

Data ecosystems are becoming larger and more complex due to online tracking, wearable computing, and the Internet of Things. But privacy concerns are threatening to erode the potential benefits of these systems. Recently, users have…

Cryptography and Security · Computer Science 2017-10-17 Jeffrey Pawlick , Quanyan Zhu

Several different "hat games" have recently received a fair amount of attention. Typically, in a hat game, one or more players are required to correctly guess their hat colour when given some information about other players' hat colours.…

Combinatorics · Mathematics 2010-01-22 Maura B. Paterson , Douglas R. Stinson

In recent years, trends towards studying simulated games have gained momentum in the fields of artificial intelligence, cognitive science, psychology, and neuroscience. The intersections of these fields have also grown recently, as…

Artificial Intelligence · Computer Science 2021-02-26 Nicholas Watters , Joshua Tenenbaum , Mehrdad Jazayeri

Game-theoretic algorithms are commonly benchmarked on recreational games, classical constructs from economic theory such as congestion and dispersion games, or entirely random game instances. While the past two decades have seen the rise of…

Computer Science and Game Theory · Computer Science 2025-05-29 Noah Krever , Jakub Černý , Moïse Blanchard , Christian Kroer

Petri games have been introduced as a multi-player game model representing causal memory to address the synthesis of distributed systems. For Petri games with one environment player and an arbitrary bounded number of system players,…

Computer Science and Game Theory · Computer Science 2019-04-12 Manuel Gieseking , Ernst-Rüdiger Olderog

The Human Activity Recognition (HAR) tasks automatically identify human activities using the sensor data, which has numerous applications in healthcare, sports, security, and human-computer interaction. Despite significant advances in HAR,…

Computer Science and Game Theory · Computer Science 2023-11-14 Mohammad Hossein Shayesteh , Behrooz Sharokhzadeh , Behrooz Masoumi

Different errors that occur in video games are often referred to as glitches or bugs. The goal of this exploratory research is to understand how these glitches and bugs within video games affect a players experience. To do this, I reviewed…

Human-Computer Interaction · Computer Science 2025-04-29 Jessica Backus

Advanced persistent threats (APT) combine a variety of different attack forms ranging from social engineering to technical exploits. The diversity and usual stealthiness of APT turns them into a central problem of contemporary practical…

Cryptography and Security · Computer Science 2022-05-03 Stefan Rass , Sandra König , Stefan Schauer