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In this paper, we propose a Q-learning based decision-making framework to improve the safety and efficiency of Autonomous Vehicles when they encounter other maliciously behaving vehicles while passing through unsignalized intersections. In…

机器人学 · 计算机科学 2024-09-27 Qing Li , Jinxing Hua , Qiuxia Sun

Vehicle-infrastructure communication opens up new ways to improve traffic flow efficiency at signalized intersections. In this study, we assume that equipped vehicles can obtain information about switching times of relevant traffic lights…

物理与社会 · 物理学 2014-04-01 Martin Treiber , Arne Kesting

Road congestion in urban environments, especially near signalized intersections, has been a major cause of significant fuel and time waste. Various solutions have been proposed to solve the problem of increasing idling times and number of…

最优化与控制 · 数学 2018-03-29 Mahmoud Faraj , Baris Fidan , Vincent Gaudet

Unsignalized intersection driving is challenging for automated vehicles. For safe and efficient performances, the diverse and dynamic behaviors of interacting vehicles should be considered. Based on a game-theoretic framework, a human-like…

机器人学 · 计算机科学 2022-01-11 Daofei Li , Guanming Liu , Bin Xiao

Cooperative maneuver planning promises to significantly improve traffic efficiency at unsignalized intersections by leveraging connected automated vehicles. Previous works on this topic have been mostly developed for completely automated…

机器人学 · 计算机科学 2026-02-03 Marvin Klimke , Max Bastian Mertens , Benjamin Völz , Michael Buchholz

The rapid development of autonomous vehicles spurred a careful investigation of the potential benefits of all-autonomous transportation networks. Most studies conclude that autonomous systems can enable drastic improvements in performance.…

系统与控制 · 计算机科学 2016-07-28 David Miculescu , Sertac Karaman

With the advent of autonomous driving technologies, traffic control at intersections is expected to experience revolutionary changes. Various novel intersection control methods have been proposed in the existing literature, and they can be…

系统与控制 · 电气工程与系统科学 2020-08-17 Chen Yang , Xi Lin , Meng Li , Fang He

Although both data availability and the demand for accurate forecasts are increasing, collaboration between stakeholders is often constrained by data ownership and competitive interests. In contrast to recent proposals within cooperative…

机器学习 · 计算机科学 2026-05-14 Michael Vitali , Pierre Pinson

One of the practical applications of cooperative transferable utility games involves determining the fee structure for users of a given facility, whose construction or maintenance costs need to be recouped. In this context, certain…

最优化与控制 · 数学 2024-02-12 Marcos Gómez-Rodríguez , Laura Davila-Pena , Balbina Casas-Méndez

The topic of this paper is the design of a fully distributed and real-time capable control scheme for the automation of road intersections. State of the art Vehicle-to-Vehicle (V2V) communication technology is adopted. Vehicles…

系统与控制 · 电气工程与系统科学 2021-01-11 Fabio Molinari , Alexander Katriniok , Joerg Raisch

Motion prediction for intelligent vehicles typically focuses on estimating the most probable future evolutions of a traffic scenario. Estimating the gap acceptance, i.e., whether a vehicle merges or crosses before another vehicle with the…

机器人学 · 计算机科学 2024-09-18 Max Bastian Mertens , Jona Ruof , Jan Strohbeck , Michael Buchholz

We consider a transportation system of heterogeneously connected vehicles, where not all vehicles are able to communicate. Heterogeneous connectivity in transportation systems is coupled to practical constraints such that (i) not all…

系统与控制 · 计算机科学 2016-08-29 Shanyu Zhou , Hulya Seferoglu

Sharing unused vehicles is one practical solution for traffic congestion. We propose an advanced vehicle-sharing service that maximizes the sharing of vehicles and improves traffic efficiency by coordinating user trips via an information…

计算机科学与博弈论 · 计算机科学 2016-04-05 Tatsuya Iwase , Takahiro Shiga

This thesis considers the problem of scheduling autonomous vehicles at intersections. A new system is proposed which is more efficient and could replace the recently introduced Autonomous Intersection Management (AIM) model. The proposed…

其他计算机科学 · 计算机科学 2018-05-17 Nasser Aloufi

This paper presents karma mechanisms, a novel approach to the repeated allocation of a scarce resource among competing agents over an infinite time. Examples include deciding which ride hailing trip requests to serve during peak demand,…

理论经济学 · 经济学 2023-05-09 Ezzat Elokda , Saverio Bolognani , Andrea Censi , Florian Dörfler , Emilio Frazzoli

For vehicle sharing schemes, where drop-off positions are not fixed, we propose a pricing scheme, where the price depends in part on the distance between where a vehicle is being dropped off and where the closest shared vehicle is parked.…

最优化与控制 · 数学 2019-10-01 Jakub Marecek , Robert Shorten , Jia Yuan Yu

We consider the problem of cooperative intersection management. It arises in automated transportation systems for people or goods but also in multi-robots environment. Therefore many solutions have been proposed to avoid collisions. The…

系统与控制 · 计算机科学 2013-10-30 Jean Gregoire , Silvère Bonnabel , Arnaud de La Fortelle

Traffic congestion in urban road networks is a costly problem that affects all major cities in developed countries. To tackle this problem, it is possible (i) to act on the supply side, increasing the number of roads or lanes in a network,…

计算机科学与博弈论 · 计算机科学 2014-01-24 Matteo Vasirani , Sascha Ossowski

This letter proposes a routing framework in mixed transportation systems for improving mobility equity. We present a strategic routing game that governs interactions between compliant and noncompliant vehicles, where noncompliant vehicles…

系统与控制 · 电气工程与系统科学 2024-07-18 Heeseung Bang , Aditya Dave , Andreas A. Malikopoulos

City road infrastructure is a public good, and over-consumption by self-interested, rational individuals leads to traffic jams. Congestion pricing is effective in reducing demand to sustainable levels, but also controversial, as it…

多智能体系统 · 计算机科学 2026-04-14 Kevin Riehl , Anastasios Kouvelas , Michail Makridis