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Most of the literature on learning in games has focused on the restrictive setting where the underlying repeated game does not change over time. Much less is known about the convergence of no-regret learning algorithms in dynamic multiagent…

机器学习 · 计算机科学 2023-10-19 Ioannis Anagnostides , Ioannis Panageas , Gabriele Farina , Tuomas Sandholm

A classic model to study strategic decision making in multi-agent systems is the normal-form game. This model can be generalised to allow for an infinite number of pure strategies leading to continuous games. Multi-objective normal-form…

计算机科学与博弈论 · 计算机科学 2023-03-02 Willem Röpke , Carla Groenland , Roxana Rădulescu , Ann Nowé , Diederik M. Roijers

Many advancements have been made in procedural content generation for games, and with mixed-initiative co-creativity, have the potential for great benefits to human designers. However, co-creative systems for game generation are typically…

人工智能 · 计算机科学 2023-08-07 Rohan Agarwal , Zhiyu Lin , Mark Riedl

Evolutionary game theory is a common framework to study the evolution of cooperation, where it is usually assumed that the same game is played in all interactions. Here, we investigate a model where the game that is played by two…

物理与社会 · 物理学 2015-10-21 Marco A. Amaral , Jafferson K. L. da Silva , Lucas Wardil

As technology advances, conceptualizations of effective strategies for teaching and learning shift. Due in part to their facilitation of unique affordances for learning, mobile devices, augmented reality, and games are all becoming more…

人机交互 · 计算机科学 2024-11-19 Cassidy R. Nelson , Joseph L. Gabbard

Text-based games(TBG) are complex environments which allow users or computer agents to make textual interactions and achieve game goals.In TBG agent design and training process, balancing the efficiency and performance of the agent models…

计算与语言 · 计算机科学 2022-09-13 Chen Chen , Yue Dai , Josiah Poon , Caren Han

Gamification is widely used in digital learning. However, most systems neglect age-related differences. This paper investigates how gamification can be designed in an age-aware way to address learners' diverse motivational and cognitive…

多媒体 · 计算机科学 2025-12-18 Sarah Kaißer , Markus Kleffmann , Kristina Schaaff

The Instruction-Driven Game Engine (IDGE) project aims to democratize game development by enabling a large language model (LLM) to follow free-form game rules and autonomously generate game-play processes. The IDGE allows users to create…

人工智能 · 计算机科学 2024-08-26 Hongqiu Wu , Yan Wang , Xingyuan Liu , Hai Zhao , Min Zhang

Many animals, and an increasing number of artificial agents, display sophisticated capabilities to perceive and manipulate objects. But human beings remain distinctive in their capacity for flexible, creative tool use -- using objects in…

人工智能 · 计算机科学 2022-10-12 Kelsey R. Allen , Kevin A. Smith , Joshua B. Tenenbaum

We study the alternating gradient descent-ascent (AltGDA) algorithm in two-player zero-sum games. Alternating methods, where players take turns to update their strategies, have long been recognized as simple and practical approaches for…

计算机科学与博弈论 · 计算机科学 2026-03-03 Tianlong Nan , Shuvomoy Das Gupta , Garud Iyengar , Christian Kroer

We identify the need for a gamified self-driving simulator where game mechanics encourage high-quality data capture, and design and apply such a simulator to collecting lane-following training data. The resulting synthetic data enables a…

机器人学 · 计算机科学 2019-11-19 Joshua E. Siegel , Georgios Pappas , Konstantinos Politopoulos , Yongbin Sun

The extensive-form game has been studied considerably in recent years. It can represent games with multiple decision points and incomplete information, and hence it is helpful in formulating games with uncertain inputs, such as poker. We…

计算机科学与博弈论 · 计算机科学 2023-03-21 Keigo Habara , Ellen Hidemi Fukuda , Nobuo Yamashita

Complex networks serve as abstract models for understanding real-world complex systems and provide frameworks for studying structured dynamical systems. This article addresses limitations in current studies on the exploration of individual…

社会与信息网络 · 计算机科学 2025-10-14 Bin Pi , Liang-Jian Deng , Minyu Feng , Matjaž Perc , Jürgen Kurths

Temporal graphs are a popular modelling mechanism for dynamic complex systems that extend ordinary graphs with discrete time. Simply put, time progresses one unit per step and the availability of edges can change with time. We consider the…

计算机科学中的逻辑 · 计算机科学 2024-01-30 Pete Austin , Sougata Bose , Patrick Totzke

Empirical game-theoretic analysis (EGTA) is a general framework for reasoning about complex games using agent-based simulation. Data from simulating select strategy profiles is employed to estimate a cogent and tractable game model…

计算机科学与博弈论 · 计算机科学 2023-02-06 Christine Konicki , Mithun Chakraborty , Michael P. Wellman

Mobile gaming presents a number of main issues which remain open. These are concerned mainly with connectivity, computational capacities, memory and battery constraints. In this paper, we discuss the design of a fully distributed approach…

网络与互联网体系结构 · 计算机科学 2014-07-31 Stefano Ferretti , Gabriele D'Angelo

Whether a PTAS (polynomial-time approximation scheme) exists for game equilibria has been an open question, and its absence has indications and consequences in three fields: the practicality of methods in algorithmic game theory,…

计算机科学与博弈论 · 计算机科学 2025-02-06 Hongbo Sun , Chongkun Xia , Junbo Tan , Bo Yuan , Xueqian Wang , Bin Liang

Towards characterizing the optimization landscape of games, this paper analyzes the stability of gradient-based dynamics near fixed points of two-player continuous games. We introduce the quadratic numerical range as a method to…

计算机科学与博弈论 · 计算机科学 2021-01-15 Benjamin J. Chasnov , Daniel Calderone , Behçet Açıkmeşe , Samuel A. Burden , Lillian J. Ratliff

We generalize a concept of classical finite extensive game to make it useful for application of quantum objects. The generalization extends a quantum realization scheme of static games to any finite extensive game. It represents an…

计算机科学与博弈论 · 计算机科学 2010-08-20 Piotr Frackiewicz

Most work in game theory assumes that players are perfect reasoners and have common knowledge of all significant aspects of the game. In earlier work, we proposed a framework for representing and analyzing games with possibly unaware…

计算机科学与博弈论 · 计算机科学 2007-07-17 Leandro C. Rego , Joseph Y. Halpern
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