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In this paper, a learning-based optimal transportation algorithm for autonomous taxis and ridesharing vehicles is presented. The goal is to design a mechanism to solve the routing problem for multiple autonomous vehicles and multiple…

最优化与控制 · 数学 2020-05-06 Salar Rahili , Benjamin Riviere , Soon-Jo Chung

In recent years, with the advancements in information and communication technology, different emerging on-demand shared mobility services have been introduced as innovative solutions in the low-density areas, including on-demand transit…

计算机与社会 · 计算机科学 2021-10-05 Nael Alsaleh , Bilal Farooq

Advances in autonomy offer the potential for dramatic positive outcomes in a number of domains, yet enabling their safe deployment remains an open problem. This work's motivating question is: In safety-critical settings, can we avoid the…

机器学习 · 计算机科学 2023-05-12 Cameron Hickert , Sirui Li , Cathy Wu

The era of fully autonomous, electrified taxi fleets is rapidly approaching, and with it the opportunity to innovate myriad on-demand services that extend beyond the realm of human mobility. This project envisions a future where autonomous…

系统与控制 · 电气工程与系统科学 2020-01-22 Colin Sheppard , Laurel N. Dunn , Sangjae Bae , Max Gardner

This paper analyses the potential of utilising small unmanned-aerial-vehicles (SUAV) as wireless relays for assisting cellular network performance. Whilst high altitude wireless relays have been investigated over the past 2 decades, the new…

网络与互联网体系结构 · 计算机科学 2016-11-15 Weisi Guo , Conor Devine , Siyi Wang

The fast urbanization and climate change challenges require solutions that enable the efficient movement of people and goods in cities. We envision future cities to be composed of high-performing walkable districts where transportation…

多智能体系统 · 计算机科学 2022-02-28 Naroa Coretti Sánchez , Juan Múgica González , Luis Alonso Pastor , Kent Larson

Mobility-on-demand systems are transforming the way we think about the transportation of people and goods. Most research effort has been placed on scalability issues for systems with a large number of agents and simple pick-up/drop-off…

形式语言与自动机理论 · 计算机科学 2022-08-15 Kaier Liang , Cristian-Ioan Vasile

In the car-following scenarios, automated vehicles (AVs) usually plan motions without considering the impacts of their actions on the following human drivers. This paper aims to leverage such impacts to plan more efficient and socially…

系统与控制 · 电气工程与系统科学 2021-12-06 Mehmet Fatih Ozkan , Yao Ma

Motivated by ride-sharing platforms' efforts to reduce their riders' wait times for a vehicle, this paper introduces a novel problem of placing vehicles to fulfill real-time pickup requests in a spatially and temporally changing…

人工智能 · 计算机科学 2017-12-05 Abhinav Jauhri , Carlee Joe-Wong , John Paul Shen

Ride-pooling, which accommodates multiple passenger requests in a single trip, has the potential to significantly increase fleet utilization in shared mobility platforms. The ride-pooling assignment problem finds optimal co-riders to…

最优化与控制 · 数学 2022-04-15 Qi Luo , Viswanath Nagarajan , Alexander Sundt , Yafeng Yin , John Vincent , Mehrdad Shahabi

Vehicular Networks enable a vast number of innovative applications, which rely on the efficient exchange of information between vehicles. However, efficient and reliable data dissemination is a particularly challenging task in the context…

网络与互联网体系结构 · 计算机科学 2014-11-11 Pedro M. d'Orey , Nitin Maslekar , Idoia de la Iglesia , Nikola K. Zahariev

This paper studies congestion-aware route-planning policies for Autonomous Mobility-on-Demand (AMoD) systems, whereby a fleet of autonomous vehicles provides on-demand mobility under mixed traffic conditions. Specifically, we first devise a…

系统与控制 · 电气工程与系统科学 2020-03-11 Salomón Wollenstein-Betech , Arian Houshmand , Mauro Salazar , Marco Pavone , Christos G. Cassandras , Ioannis Ch. Paschalidis

This paper aims to introduce a mathematical model to solve the time-dependent electric vehicles routing problem in shared travels. Shared mobility has gained significance recently due to its contribution to the alleviation of traffic…

最优化与控制 · 数学 2026-04-30 Alireza Yazdiani , Shayan Bafandkar , Amir Elmi , Yousef Shafahi

Parking infrastructure is pervasive and occupies large swaths of land in cities. However, on-demand (OD) mobility -- such as commercial services Uber, Grab or Didi -- has started reducing parking needs in urban areas around the world. This…

物理与社会 · 物理学 2020-02-21 Daniel Kondor , Paolo Santi , Diem-Trinh Le , Xiaohu Zhang , Adam Millard-Ball , Carlo Ratti

This paper investigates the downlink scheduling for relay-aided high-mobility vehicular networks, where the vehicles with good vehicle-to-infrastructure (V2I) links are employed as cooperative relay nodes to help the ones with poor V2I…

信息论 · 计算机科学 2015-11-25 Yu Zhang , Ke Xiong , Pingyi Fan , Xianwei Zhou

Autonomous mobility-on-demand (AMoD) systems, centrally coordinated fleets of self-driving vehicles, offer a promising alternative to traditional ride-hailing by improving traffic flow and reducing operating costs. Centralized control in…

最优化与控制 · 数学 2025-06-25 Antonio Coppola , Gerhard Hiermann , Dario Paccagnan , Michel Gendreau , Maximilian Schiffer

Rapid growth in electric-vehicle (EV) charging demand is placing increasing stress on distribution power networks (DPNs), whose hosting capacity is often limited and spatially uneven. Beyond demonstrating that coordination can help, this…

系统与控制 · 电气工程与系统科学 2026-04-15 Yi Ju , Lunlong Li , Jingchun Wang , Scott Moura

Connected and Autonomous Vehicles (CAVs) are becoming more widely deployed, but it is unclear how to best deploy smart infrastructure to maximize their capabilities. One key challenge is to ensure CAVs can reliably perceive other agents,…

机器人学 · 计算机科学 2022-08-02 Jiankai Sun , Shreyas Kousik , David Fridovich-Keil , Mac Schwager

Shared autonomous vehicles (SAVs) will be introduced in greater numbers over the coming decade. Due to rapid advances in shared mobility and the slower development of fully autonomous vehicles (AVs), SAVs will likely be deployed before…

人机交互 · 计算机科学 2023-04-17 Jacob G. Hunter , Matthew Konishi , Neera Jain , Kumar Akash , Xingwei Wu , Teruhisa Misu , Tahira Reid

This paper proposes a coordinated routing approach that investigates the use of connected and automated vehicles (CAVs) in dedicated bus lanes. The aim is to improve bus schedule adherence while enhancing the travel efficiency of CAVs…

系统与控制 · 电气工程与系统科学 2026-03-10 Tanlu Liang , Ting Bai , Andreas A. Malikopoulos