185 citations · 250 across the 10 of their papers we have counts for
11 papers
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications
Can Li, Lei Bai, Lina Yao +2
Transportation is the backbone of the economy and urban development. Improving the efficiency, sustainability, resilience, and intelligence of transportation systems is critical an…
Unsupervised Knowledge Adaptation for Passenger Demand Forecasting
Can Li, Lei Bai, Wei Liu +2
Considering the multimodal nature of transport systems and potential cross-modal correlations, there is a growing trend of enhancing demand forecasting accuracy by learning from mu…
Single-leader multi-follower games for the regulation of two-sided Mobility-as-a-Service markets
Haoning Xi, Didier Aussel, Wei Liu +2
Mobility-as-a-Service (MaaS) is an emerging business model driven by the concept of "Everything-as-a-Service" and enabled through mobile internet technologies. In the context of ec…
A chance-constrained dial-a-ride problem with utility-maximizing demand and multiple pricing structures
Xiaotong Dong, Joseph YJ Chow, S Travis Waller +1
The classic Dial-A-Ride Problem (DARP) aims at designing the minimum-cost routing that accommodates a set of user requests under constraints at an operations planning level, where…
Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network
Can Li, Lei Bai, Wei Liu +2
Accurate demand forecasting of different public transport modes(e.g., buses and light rails) is essential for public service operation.However, the development level of various mod…
Joint routing and pricing control in congested mixed autonomy networks
Mohammadhadi Mansourianfar, Ziyuan Gu, S. Travis Waller +1
Routing controllability of connected and autonomous vehicles (CAVs) has been shown to reduce the adverse effects of selfish routing on the network efficiency. However, the assumpti…
Incentive-compatible mechanisms for online resource allocation in mobility-as-a-service systems
Haoning Xi, Wei Liu, David Rey +2
In the context of `Everything-as-a-Service', the transportation sector has been evolving towards user-centric business models in which customized services and mode-agnostic mobilit…
Freeway network design with exclusive lanes for automated vehicles under endogenous mobility demand
Shantanu Chakraborty, David Rey, Michael W. Levin +1
Automated vehicles (AV) have the potential to provide cost-effective mobility options along with overall system-level benefits in terms of congestion and vehicular emissions. Addit…
Integrating Travel Demand and Network Modelling: a Myth or Future of Transport Modelling
Ali Najmi, David Rey, Taha H. Rashidi +1
In this paper, a novel transport planning model system (TPMS) is formulated which is built on the concepts of supernetworks, multi-modality, integrity and calibration. In the propo…
A simple contagion process describes spreading of traffic jams in urban networks
Meead Saberi, Mudabber Ashfaq, Homayoun Hamedmoghadam +8
The spread of traffic jams in urban networks has long been viewed as a complex spatio-temporal phenomenon that often requires computationally intensive microscopic models for analy…
Surrogate-based toll optimization in a large-scale heterogeneously congested network
Ziyuan Gu, S. Travis Waller, Meead Saberi
Toll optimization in a large-scale dynamic traffic network is typically characterized by an expensive-to-evaluate objective function. In this paper, we propose two toll level probl…