Haotian Shi

Connected automated vehicle cooperative control with a deep reinforcement learning approach in a mixed traffic environment

Haotian Shi, Yang Zhou, Keshu Wu et al. · Transportation Research Part C Emerging Technologies · 2021 · 146 citations

Intelligent Traffic Management, Engineering, Deep Reinforcement +8

A deep reinforcement learning based distributed control strategy for connected automated vehicles in mixed traffic platoon

Haotian Shi, Danjue Chen, Nan Zheng et al. · Transportation Research Part C Emerging Technologies · 2023 · 101 citations

Automated Vehicles, Intelligent Traffic Management, Engineering +6

An integrated car-following and lane changing vehicle trajectory prediction algorithm based on a deep neural network

Kunsong Shi, Yuankai Wu, Haotian Shi et al. · Physica A Statistical Mechanics and its Applications · 2022 · 65 citations

Automotive Tracking, Intelligent Traffic Management, Engineering +7

A deep reinforcement learning‐based distributed connected automated vehicle control under communication failure

Haotian Shi, Yang Zhou, Xin Wang et al. · Computer-Aided Civil and Infrastructure Engineering · 2022 · 61 citations

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