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Lab News

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Congratulations to Xie Jiaohong’s research on Mobility-on-Demand Management for winning the Transportation Science Paper of the Year Award for 2023!

Journal | July 2024

Xie, J., Liu, Y., & Chen, N. (2023). Two-sided deep reinforcement learning for dynamic mobility-on-demand management with mixed autonomy. Transportation Science, 57(4), 1019-1046.

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We present our latest research on joint adaptive routing in stochastic traffic networks in ISTTT25!

Presentation | July 2024

Source: ISTTT25 Podium Session 6: Markov Game for CV Joint Adaptive Routing in Stochastic Traffic Networks: A Scalable Learning Approach, July 16 @ 10:50 am - 11:20 am EDT

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New Paper! Markov game for CV joint adaptive routing in stochastic traffic networks: A scalable learning approach

Journal | June 2024

This research is published in Transportation Research Part B: Methodological.

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New paper! Real-time dispatch management of shared autonomous vehicles with on-demand and pre-booked requests

Journal | March 2024

This research is published in Transportation Research Part A: Policy and Practice.

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New paper! Optimal Deployment of an Equitable Cav Platoonable Corridor On Road Networks with Mixed Traffic Flow

Journal | Nov 2023

This research is published in Transportation Research Part C: Emerging Technologies.

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We present our latest research in ITSC 2023!

Presentation | Sep 2023

2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)

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New paper! Revealing Senior Mobility Patterns and Activities in Urban Transit Systems

Journal | May 2023

This research is published in IEEE Transactions on Intelligent Transportation Systems.

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New paper! Dynamic truck–drone routing problem for scheduled deliveries and on-demand pickups with time-related constraints

Journal | Apr 2023

This research is published in Transportation Research Part C: Emerging Technologies.

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New paper! Two-Sided Deep Reinforcement Learning for Dynamic Mobility-on-Demand Management with Mixed-Autonomy

Journal | Jan 2023

This research is published in Transportation Science.

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New paper! Stochastic One-way Carsharing Systems with Dynamic Relocation Incentives through Preference Learning

Journal | Sep 2022

This research is published in Transportation Research Part E: Logistics and Transportation Review.

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New paper! Deep Reinforcement Learning for Dynamic Incident-Responsive Traffic Information Dissemination

Journal | Aug 2022

This research is published in Transportation Research Part E: Logistics and Transportation Review.

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New paper! Integrated Optimization of Planning and Operations for Shared Autonomous Electric Vehicle Systems

Journal | Aug 2022

This research is published in Transportation Science.

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New paper! Heterogeneous Information Provision on Traffic Networks with Competitive or Cooperative Information Providers

Journal | July 2022

This research is published in Transportation Research Part C: Emerging Technologies.

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New paper! A hierarchical solution evaluation method and a hybrid algorithm for the vehicle routing problem with drones and multiple visits.

Journal | July 2022

This research is published in Transportation Research Part C: Emerging Technologies.

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New paper! Prediction of Traffic Incident Duration Using Clustering-Based Ensemble Learning Method

Journal | June 2022

This research is published in Journal of Transportation Engineering, Part A: Systems.

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New paper! Impact of connected and autonomous vehicle technology on market penetration and route choices

Journal | June 2022

This research is published in Transportation Research Part C: Emerging Technologies.

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New Paper! Shared autonomous vehicle management considering competition with human-driven private vehicles

Journal | March 2022

This research is published in Transportation Research Part C: Emerging Technologies.

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New paper! On the Morning Commute Problem in a Y-shaped Network with Individual and Household Travelers

Journal | Feb 2022

This research is published in Transportation Science.

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New Paper! Information provision and congestion pricing in a risky two-route network with heterogeneous travelers

Journal | July 2021

This research is published in Transportation Research Part C: Emerging Technologies.

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New Paper! Optimizing flexible one-to-two matching in ride-hailing systems with boundedly rational users

Journal | June 2021

This research is published in Transportation Research Part E: Logistics and Transportation Review.

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New Paper! The static bike rebalancing problem with optimal user incentives

Journal | Feb 2021

This research is published in Transportation Research Part E: Logistics and Transportation Review.

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New Paper! A path-based equilibrium model for ridesharing matching

Journal | Aug 2020

This research is published in Transportation Research Part B: Methodological.

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New Paper! Vehicle assignment and relays for one-way electric car-sharing systems

Journal | Feb 2019

This research is published in Transportation Research Part B: Methodological.

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New Paper! Departure Time and Route Choices in Bottleneck Equilibrium under Risk and Ambiguity

Journal | Nov 2018

This research is published in Transportation Research Part B: Methodological.

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New Paper! Optimal Information Provision at Bottleneck Equilibrium with Risk-Averse Travelers

Journal | Feb 2018

This research is published in Transportation Research Record.

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New Paper! A credit-based congestion management scheme in general two-mode networks with multiclass users

Journal | July 2017

This research is published in Networks and Spatial Economics.

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New Paper! Pricing Scheme Design of Ridesharing Program in Morning Commute Problem

Journal | June 2017

This research is published in Transportation Research Part C: Emerging Technologies.

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New Paper! Joint design of parking capacities and fleet size for one-way station-based carsharing systems with road congestion constraints

Journal | Nov 2016

This research is published in Transportation Research Part B: Methodological.