activity
20162023
most citedEMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System

89 citations · 175 across the 25 of their papers we have counts for

collaborators

27 papers

eess.SY2023★ 4 cited

Vehicle Sequencing at Signal-Free Intersections: Analytical Performance Guarantees Based on PDMP Formulation

Xiangchen Cheng, Wei Tang, Ming Yang +1

Signal-free intersections are a representative application of smart and connected vehicle technologies. Although extensive results have been developed for trajectory planning and a…

eess.SY2023★ 2 cited

Cost-aware Defense for Parallel Server Systems against Reliability and Security Failures

Qian Xie, Jiayi Wang, Li Jin

Parallel server systems in transportation, manufacturing, and computing heavily rely on dynamic routing using connected cyber components for computation and communication. Yet, the…

math.PR2023

Bulk Service Queueing for Transit Resilience under Short Random Service Suspensions

Baichuan Mo, Li Jin, Zhengzhong Ricky You +3

Short service suspensions are common in public transit systems, but their operational impacts remain difficult to quantify. We develop an analytical framework for measuring the res…

cs.AI2022★ 89 cited

EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System

Haoran Su, Yaofeng D. Zhong, Joseph Y. J. Chow +2

Emergency vehicles (EMVs) play a crucial role in responding to time-critical calls such as medical emergencies and fire outbreaks in urban areas. Existing methods for EMV dispatch…

math.OC2022

Securing Signal-free Intersections against Strategic Jamming Attacks: A Macroscopic Approach

Yumeng Bai, Saurabh Amin, Xudong Wang +1

We consider the security-by-design of a signal-free intersection for connected and autonomous vehicles in the face of strategic jamming attacks. We use a fluid model to characteriz…

math.OC2021★ 2 cited

Resilient Ramp Control for Highways Facing Stochastic Perturbations

Yu Tang, Li Jin, Alexander A. Kurzhanskiy +1

Highway capacity is often subject to stochastic perturbations due to the combined effects of weather, traffic mixture, driver behavior, etc. This paper is motivated by the need of…