Mofan Zhou

A recurrent neural network based microscopic car following model to predict traffic oscillation

Mofan Zhou, Xiaobo Qu, Xiaopeng Li · Transportation Research Part C Emerging Technologies · 2017 · 295 citations

Microscopic Car, Recurrent Neural Network, Traffic Flow +5

On the Impact of Cooperative Autonomous Vehicles in Improving Freeway Merging: A Modified Intelligent Driver Model-Based Approach

Mofan Zhou, Xiaobo Qu, Sheng Jin · IEEE Transactions on Intelligent Transportation Systems · 2016 · 288 citations

Intelligent Traffic Management, Engineering, Road Traffic Control +14

Development of an Efficient Driving Strategy for Connected and Automated Vehicles at Signalized Intersections: A Reinforcement Learning Approach

Mofan Zhou, Yang Yu, Xiaobo Qu · IEEE Transactions on Intelligent Transportation Systems · 2019 · 283 citations · Full text

Artificial Intelligence, Automated Vehicles, Effective Reward Function +14

Jointly dampening traffic oscillations and improving energy consumption with electric, connected and automated vehicles: A reinforcement learning based approach

Xiaobo Qu, Yang Yu, Mofan Zhou et al. · Applied Energy · 2019 · 263 citations · Full text

Energy Consumption, Intelligent Traffic Management, Engineering +7

Improving efficiency at highway T-junctions with connected and automated vehicles

Mofan Zhou, Xiaobo Qu, Weiwei Qi · Transportmetrica A Transport Science · 2018 · 12 citations

Vehicle Communication, Intelligent Traffic Management, Engineering +12