Ziyuan Gu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Traffic Assignment

Decentralized Decision Making

Reinforcement Learning

Top Venues

Simul. Model. Pract. Theory

Publications

Qionghua Liao, Guilong Li, Jiajie Yu, Ziyuan Gu, Wei Ma
Online Prediction-Assisted Safe Reinforcement Learning for Electric Vehicle Charging Station Recommendation in Dynamically Coupled Transportation-Power Systems. CoRR (2024)
Yunyang Shi, Ziyuan Gu, Xun Yang, Yingdi Li, Zixuan Chu
An Adaptive Route Guidance Model Considering the Effect of Traffic Signals Based on Deep Reinforcement Learning. IEEE Intell. Transp. Syst. Mag. 16 (3) (2024)
Ziyuan Gu, Yifan Li, Meead Saberi, Zhiyuan Liu
Simulation-Based Robust and Adaptive Optimization Method for Heteroscedastic Transportation Problems. Transp. Sci. 58 (4) (2024)
Ziyuan Gu, Xun Yang, Qi Zhang, Wenwu Yu, Zhiyuan Liu
TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Fatemeh Nourmohammadi, Mohammadhadi Mansourianfar, Sajjad Shafiei, Ziyuan Gu, Meead Saberi
An Open GMNS Dataset of a Dynamic Multi-Modal Transportation Network Model of Melbourne, Australia. Data 6 (2) (2021)
Ziyuan Gu, Farshid Safarighouzhdib, Meead Saberi, Taha Hossein Rashidi
A macro-micro approach to modeling parking. CoRR (2021)
Mohammadhadi Mansourianfar, Ziyuan Gu, S. Travis Waller, Meead Saberi
Joint routing and pricing control of autonomous vehicles in mixed equilibrium simulation-based dynamic traffic assignment. CoRR (2020)
Ziyuan Gu, Meead Saberi
Simulation-based Optimization of Toll Pricing in Large-Scale Urban Networks using the Network Fundamental Diagram: A Cross-Comparison of Methods. CoRR (2020)
Ziyuan Gu, Meead Saberi
Effects of Turning and Merging on Network Traffic Instability: A Simulation-Based Analysis of Human-Driven and Autonomous Vehicles. CoRR (2019)
Ziyuan Gu, S. Travis Waller, Meead Saberi
Surrogate-based toll optimization in a large-scale heterogeneously congested network. Comput. Aided Civ. Infrastructure Eng. 34 (8) (2019)
Ziyuan Gu, Meead Saberi
A Simulation-Based Optimization Framework for Urban Congestion Pricing Considering Travelers' Departure Time Rescheduling. ITSC (2019)
Meead Saberi, Mudabber Ashfaq, Homayoun Hamedmoghadam, Seyed Amir Hosseini, Ziyuan Gu, Sajjad Shafiei, Divya J. Nair, Vinayak V. Dixit, Lauren Gardner, S. Travis Waller, Marta C. González
A simple contagion process describes spreading of traffic jams in urban networks. CoRR (2019)
Ziyuan Gu, Sajjad Shafiei, Zhiyuan Liu, Meead Saberi
Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram. CoRR (2019)
Ziyuan Gu, S. Travis Waller, Meead Saberi
Surrogate-based toll optimization in a large-scale heterogeneously congested network. CoRR (2019)
Sajjad Shafiei, Ziyuan Gu, Meead Saberi
Calibration and validation of a simulation-based dynamic traffic assignment model for a large-scale congested network. Simul. Model. Pract. Theory 86 (2018)
Ziyuan Gu, Meead Saberi, Majid Sarvi, Zhiyuan Liu
Calibration of traffic flow fundamental diagrams for network simulation applications: A two-stage clustering approach. ITSC (2016)