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
Showing 2020Show all

8 papers · 1 filter

math.OC2020★ 1 cited

Stabilizing Queuing Networks with Model Data-Independent Control

Qian Xie, Li Jin

Classical queuing network control strategies typically rely on accurate knowledge of model data, i.e., arrival and service rates. However, such data are not always available and ma…

eess.SY2020★ 1 cited

Latency-Robust Control of High-Speed Signal-Free Intersections

Yang Liu, Zev Nicolai-Scanio, Zhong-Ping Jiang +1

High-speed signal-free intersections are a novel urban traffic operations enabled by connected and autonomous vehicles. However, the impact of communication latency on intersection…

eess.SY2020

Analysis of a Markovian Queuing Model for Autonomous Signal-Free Intersection

Hanwen Dai, Li Jin

We consider a novel, analytical queuing model for vehicle coordination at signal-free intersections. Vehicles arrive at an intersection according to Poisson processes, and the cros…

cs.AI2020★ 4 cited

V2I Connectivity-Based Dynamic Queue-Jump Lane for Emergency Vehicles: A Deep Reinforcement Learning Approach

Haoran Su, Kejian Shi, Li Jin +1

Emergency vehicle (EMV) service is a key function of cities and is exceedingly challenging due to urban traffic congestion. A main reason behind EMV service delay is the lack of co…

eess.SY2020★ 1 cited

Resilient Control of Dynamic Flow Networks Subject to Stochastic Cyber-Physical Disruptions

Yu Tang, Li Jin

Modern network systems, such as transportation and communication systems, are prone to cyber-physical disruptions and thus suffer efficiency loss. This paper studies network resili…

eess.SY2020★ 42 cited

Optimizing Coordinated Vehicle Platooning: An Analytical Approach Based on Stochastic Dynamic Programming

Xi Xiong, Junyi Sha, Li Jin

Platooning connected and autonomous vehicles (CAVs) can improve traffic and fuel efficiency. However, scalable platooning operations require junction-level coordination, which has…