Quan Zhou

30 papers Journal 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic Source-Aware Transfer Learning for Vehicular Platoon Predictive Control.
IEEE Trans. Ind. Electron.
Yanhong Wu, Zhiqiang Zuo, Yijing Wang, Defeng He, Ji Li, Quan Zhou, Hongming Xu
2026 J jnl
Robustness-enhanced cooperative adaptive cruise control for multi-task scenarios via generalised joint multi-agent reinforcement learning.
Neurocomputing
Lu Dong, Xiaomeng Li, Xu He, Min Hua, Quan Zhou, Changyin Sun, Kun Jiang
2025 J jnl
Communication-Efficient MARL for Platoon Stability and Energy-Efficiency Co-Optimization in Cooperative Adaptive Cruise Control of CAVs.
IEEE Trans. Veh. Technol.
Min Hua, Dong Chen, Kun Jiang, Fanggang Zhang, Jinhai Wang, Bo Wang, Quan Zhou, Hongming Xu
2025 J jnl
Decision Making of Automated Vehicles in Mixed Environment Based on Bayesian Sequential Games.
IEEE Trans. Intell. Transp. Syst.
Harikrishnan Vijayakumar, Dezong Zhao, Jianglin Lan, Wenjing Zhao, David Flynn, Dachuan Li, Quan Zhou, Yuanjian Zhang, Kang Song
2025 J jnl
Heuristic information-rich evolutionary modelling for engine soft sensors of hybrid electric vehicles.
Appl. Soft Comput.
Ji Li, Xu He, Quan Zhou, Carl Anthony, Bo Wang, Guoxiang Lu, Hongming Xu
2025 J jnl
Improving String Stability in Cooperative Adaptive Cruise Control Through Multiagent Reinforcement Learning With Potential-Driven Motivation.
IEEE Trans. Artif. Intell.
Kun Jiang, Min Hua, Xu He, Lu Dong, Quan Zhou, Hongming Xu, Changyin Sun
2025 J jnl
Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects.
IEEE Trans Autom. Sci. Eng.
Min Hua, Xinda Qi, Dong Chen, Kun Jiang, Zemin Eitan Liu, Hongyu Sun, Quan Zhou, Hongming Xu
2025 J jnl
Optimal Energy Management of Plug-In Hybrid Electric Vehicles Through Ensemble Reinforcement Learning With Exploration-to-Exploitation Ratio Control.
IEEE Trans. Intell. Veh.
Bin Shuai, Min Hua, Yanfei Li, Shijin Shuai, Hongming Xu, Quan Zhou
2024 J jnl
A Holistic Safe Planner for Automated Driving Considering Interaction With Human Drivers.
IEEE Trans. Intell. Veh.
Harikirshnan Vijayakumar, Dezong Zhao, Jianglin Lan, Wenjing Zhao, Daxin Tian, Dachuan Li, Quan Zhou, Kang Song
2024 J jnl
Communication-Efficient MARL for Platoon Stability and Energy-efficiency Co-optimization in Cooperative Adaptive Cruise Control of CAVs.
CoRR
Min Hua, Dong Chen, Kun Jiang, Fanggang Zhang, Jinhai Wang, Bo Wang, Quan Zhou, Hongming Xu
2024 J jnl
Simultaneous Estimation and Receding Horizon Sliding Control of Dog Clutch Coupling With Backlash for Rear Electrical Drivelines.
IEEE Trans. Veh. Technol.
Jianbo Wang, Changqing Du, Hongming Xu, Xianjun Hou, Quan Zhou
2024 J jnl
User-Centric Multi-Objective Predictive Control for Mixed Vehicular Platoon.
IEEE Trans. Intell. Veh.
Yanhong Wu, Qiaoni Han, Zhiqiang Zuo, Yijing Wang, Ji Li, Quan Zhou, Hongming Xu
2023 J jnl
Driver-Centric Velocity Prediction With Multidimensional Fuzzy Granulation.
IEEE CAA J. Autom. Sinica
Ji Li, Quan Zhou, Xu He, Hongming Xu
2023 J jnl
Eco-Driving of General Mixed Platoons With CAVs and HDVs.
IEEE Trans. Intell. Veh.
Jinsong Yang, Dezong Zhao, Jianglin Lan, Shibei Xue, Wenjing Zhao, Daxin Tian, Quan Zhou, Kang Song
2023 J jnl
Energy Management of Multi-mode Plug-in Hybrid Electric Vehicle using Multi-agent Deep Reinforcement Learning.
CoRR
Min Hua, Cetengfei Zhang, Fanggang Zhang, Zhi Li, Xiaoli Yu, Hongming Xu, Quan Zhou
2023 J jnl
Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects.
CoRR
Min Hua, Dong Chen, Xinda Qi, Kun Jiang, Zemin Eitan Liu, Quan Zhou, Hongming Xu
2023 J jnl
Optimal Energy Management of Plug-in Hybrid Vehicles Through Exploration-to-Exploitation Ratio Control in Ensemble Reinforcement Learning.
CoRR
Bin Shuai, Min Hua, Yanfei Li, Shijin Shuai, Hongming Xu, Quan Zhou
2023 J jnl
Recent Progress in Energy Management of Connected Hybrid Electric Vehicles Using Reinforcement Learning.
CoRR
Min Hua, Bin Shuai, Quan Zhou, Jinhai Wang, Yinglong He, Hongming Xu
2023 J jnl
Robust key parameter identification of dedicated hybrid engine performance indicators via K-fold filter collaborated feature selection.
Eng. Appl. Artif. Intell.
Xu He, Ji Li, Quan Zhou, Guoxiang Lu, Hongming Xu
2023 J jnl
Statistics-Guided Accelerated Swarm Feature Selection in Data-Driven Soft Sensors for Hybrid Engine Performance Prediction.
IEEE Trans. Ind. Informatics
Ji Li, Quan Zhou, Huw Williams, Guoxiang Lu, Hongming Xu
2023 J jnl
Study on the Impacts of Hazardous Behaviors on Autonomous Vehicle Collision Rates Based on Humanoid Scenario Generation in CARLA.
CoRR
Longfei Mo, Min Hua, Hongyu Sun, Hongming Xu, Bin Shuai, Quan Zhou
2022 J jnl
Cyber-Physical Data Fusion in Surrogate- Assisted Strength Pareto Evolutionary Algorithm for PHEV Energy Management Optimization.
IEEE Trans. Ind. Informatics
Ji Li, Quan Zhou, Huw Williams, Hongming Xu, Changqing Du
2022 J jnl
Empirical Analysis of AI-based Energy Management in Electric Vehicles: A Case Study on Reinforcement Learning.
CoRR
Jincheng Hu, Yang Lin, Jihao Li, Zhuoran Hou, Dezong Zhao, Quan Zhou, Jingjing Jiang, Yuanjian Zhang
2022 J jnl
Multi-agent Deep Reinforcement Learning for Charge-sustaining Control of Multi-mode Hybrid Vehicles.
CoRR
Min Hua, Quan Zhou, Cetengfei Zhang, Hongming Xu, Wei Liu
2021 J jnl
Knowledge Implementation and Transfer With an Adaptive Learning Network for Real-Time Power Management of the Plug-in Hybrid Vehicle.
IEEE Trans. Neural Networks Learn. Syst.
Quan Zhou, Dezong Zhao, Bin Shuai, Yanfei Li, Huw Williams, Hongming Xu
2020 J jnl
A Moment-of-Inertia-Driven Engine Start-Up Method Based on Adaptive Model Predictive Control for Hybrid Electric Vehicles With Drivability Optimization.
IEEE Access
Jianbo Wang, Xianjun Hou, Changqing Du, Hongming Xu, Quan Zhou
2020 J jnl
Back-to-Back Competitive Learning Mechanism for Fuzzy Logic Based Supervisory Control System of Hybrid Electric Vehicles.
IEEE Trans. Ind. Electron.
Ji Li, Quan Zhou, Huw Williams, Hongming Xu
2020 J jnl
Driver-Identified Supervisory Control System of Hybrid Electric Vehicles Based on Spectrum-Guided Fuzzy Feature Extraction.
IEEE Trans. Fuzzy Syst.
Ji Li, Quan Zhou, Yinglong He, Huw Williams, Hongming Xu
2019 — —
Design optimisation and real-time energy management control of the electrified off-highway vehicle with artificial intelligence.
Quan Zhou
2018 J jnl
Cyber-Physical Energy-Saving Control for Hybrid Aircraft-Towing Tractor Based on Online Swarm Intelligent Programming.
IEEE Trans. Ind. Informatics
Quan Zhou, Yunfan Zhang, Ziyang Li, Ji Li, Hongming Xu, Oluremi Olatunbosun