Qinghui Nie

Physics-informed deep reinforcement learning-based integrated two-dimensional car-following control strategy for connected automated vehicles

Haotian Shi, Yang Zhou, Keshu Wu et al. · Knowledge-Based Systems · 2023 · 38 citations

Automated Vehicles, Engineering, Deep Reinforcement Learning +9

A distributed deep reinforcement learning–based integrated dynamic bus control system in a connected environment

Haotian Shi, Qinghui Nie, Sicheng Fu et al. · Computer-Aided Civil and Infrastructure Engineering · 2021 · 28 citations

Short-Term Traffic Flow Forecasting via Multi-Regime Modeling and Ensemble Learning

Zhenbo Lu, Jingxin Xia, Man Wang et al. · Applied Sciences · 2020 · 27 citations · Full text

Ensemble Learning Strategy, Traffic Theory, Engineering +12

Rich arc routing problem in city logistics: Models and solution algorithms using a fluid queue-based time-dependent travel time representation

Jiawei Lu, Qinghui Nie, Monirehalsadat Mahmoudi et al. · Transportation Research Part B Methodological · 2022 · 23 citations

Urban Freight Distribution, Route Choice, Transport Network Analysis +11

Generative adversarial network for car following trajectory generation and anomaly detection

Haotian Shi, Shuoxuan Dong, Yuankai Wu et al. · Journal of Intelligent Transportation Systems · 2024 · 13 citations