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Game theory is fundamental to understanding cooperation between agents. Mainly, the Prisoner's Dilemma is a well-known model that has been extensively studied in complex networks. However, although the emergence of cooperation has been…

物理与社会 · 物理学 2023-01-04 Nastaran Lotfi , Francisco A. Rodrigues

The increasing prevalence of security attacks on software-intensive systems calls for new, effective methods for detecting and responding to these attacks. As one promising approach, game theory provides analytical tools for modeling the…

软件工程 · 计算机科学 2021-12-15 Mingyue Zhang , Nianyu Li , Sridhar Adepu , Eunsuk Kang , Zhi Jin

Evacuation planning and scheduling is a critical aspect of disaster management and national security applications. This paper proposes a conflict-based path-generation approach for evacuation planning. Its key idea is to generate evacuation…

人工智能 · 计算机科学 2013-09-12 Victor Pillac , Pascal Van Henetenryck , Caroline Even

Conventional noncooperative game theory hypothesizes that the joint strategy of a set of players in a game must satisfy an "equilibrium concept". All other joint strategies are considered impossible; the only issue is what equilibrium…

适应与自组织系统 · 物理学 2007-05-23 David H. Wolpert

In many multiagent settings, such as electric vehicle charging and traffic routing, agents must make decisions in the face of uncertain behavior exhibited by others. Often, this uncertainty arises from multiple sources, such as incomplete…

计算机科学与博弈论 · 计算机科学 2026-04-28 Andreas Feik , Nicolas Lanzetti , Saverio Bolognani , Florian Dörfler , Dario Paccagnan

A multi-agent system operates in an uncertain environment about which agents have different and time varying beliefs that, as time progresses, converge to a common belief. A global utility function that depends on the realized state of the…

计算机科学与博弈论 · 计算机科学 2016-02-08 Ceyhun Eksin , Alejandro Ribeiro

Evacuation planning is an important and challenging element in emergency management due to the high level of uncertainty and numerous players and agencies involved in the event. To address all the factors with conflicting objectives,…

最优化与控制 · 数学 2018-02-19 Fardad Haghpanah , Hamid Foroughi

A theoretical approach for characterising the influence of asymmetry of noise distribution on the escape rate of a multi-stable system is presented. This was carried out via the estimation of an action, which is defined as an exponential…

介观与纳米尺度物理 · 物理学 2014-02-26 I. A. Khovanov , N. A. Khovanova

Game theory is widely used as a behavioral model for strategic interactions in biology and social science. It is common practice to assume that players quickly converge to an equilibrium, e.g. a Nash equilibrium. This can be studied in…

物理与社会 · 物理学 2018-09-20 Marco Pangallo , Torsten Heinrich , J Doyne Farmer

The combination of the Bayesian game and learning has a rich history, with the idea of controlling a single agent in a system composed of multiple agents with unknown behaviors given a set of types, each specifying a possible behavior for…

机器学习 · 计算机科学 2024-11-21 Tongxin Li , Tinashe Handina , Shaolei Ren , Adam Wierman

In order to drive effectively, a driver must be aware of how they can expect other vehicles' behaviour to be affected by their decisions, and also how they are expected to behave by other drivers. One common family of methods for addressing…

计算机科学与博弈论 · 计算机科学 2020-07-15 Jack Geary , Henry Gouk

This paper proposes a new approach to power in Game Theory. Cooperation and conflict are simulated with a mechanism of payoff alteration, called F-game. Using convex combinations of preferences, an F-game can measure players' attitude to…

理论经济学 · 经济学 2024-01-30 Daniele De Luca

Humanity faces numerous problems of common-pool resource appropriation. This class of multi-agent social dilemma includes the problems of ensuring sustainable use of fresh water, common fisheries, grazing pastures, and irrigation systems.…

多智能体系统 · 计算机科学 2017-09-07 Julien Perolat , Joel Z. Leibo , Vinicius Zambaldi , Charles Beattie , Karl Tuyls , Thore Graepel

We consider a game-theoretic setting to model the interplay between attacker and defender in the context of information flow, and to reason about their optimal strategies. In contrast with standard game theory, in our games the utility of a…

密码学与安全 · 计算机科学 2022-05-03 Mário S. Alvim , Konstantinos Chatzikokolakis , Yusuke Kawamoto , Catuscia Palamidessi

Identifying and quantifying factors influencing human decision making remains an outstanding challenge, impacting the performance and predictability of social and technological systems. In many cases, system failures are traced to human…

Designing hierarchical reinforcement learning algorithms that exhibit safe behaviour is not only vital for practical applications but also, facilitates a better understanding of an agent's decisions. We tackle this problem in the options…

人工智能 · 计算机科学 2021-07-01 Arushi Jain , Khimya Khetarpal , Doina Precup

The last financial and economic crisis demonstrated the dysfunctional long-term effects of aggressive behaviour in financial markets. Yet, evolutionary game theory predicts that under the condition of strategic dependence a certain degree…

综合金融 · 定量金融 2015-05-13 Matthias Hanauske , Jennifer Kunz , Steffen Bernius , Wolfgang König

With the alarming rise in active shooter incidents (ASIs) in the United States, enhancing public safety through building design has become a pressing need. This study proposes a reinforcement learning-based simulation approach addressing…

人工智能 · 计算机科学 2024-07-16 Ruying Liu , Wanjing Wu , Burcin Becerik-Gerber , Gale M. Lucas

This paper investigates the application of game-theoretic principles combined with advanced Kalman filtering techniques to enhance maritime target tracking systems. Specifically, the paper presents a two-player, imperfect information,…

计算机科学与博弈论 · 计算机科学 2024-10-18 Daniel Leal , Ngoc Hung Nguyen , Alex Skvortsov , Sanjeev Arulampalam , Mahendra Piraveenan

Conventional simulations on multi-exit indoor evacuation focus primarily on how to determine a reasonable exit based on numerous factors in a changing environment. Results commonly include some congested and other under-utilized exits,…

机器学习 · 计算机科学 2020-07-14 Dong Xu , Xiao Huang , Joseph Mango , Xiang Li , Zhenlong Li