😁 Welcome

Hi, this is Chen Weiqi, an incoming PhD student in the Department of Civil and Environmental Engineering at The Hong Kong Polytechnic University, supervised by Dr.Sze.

📰 Publication

🎓 During my Master’s studies in the fields of deep reinforcement learning and eco-driving strategy

• Chen, W, Peng J, Chen J, et al. Health-considered energy management strategy for fuel cell hybrid electric vehicle based on improved soft actor critic algorithm adopted with Beta policy[J]. Energy Conversion and Management, 2023, 292: 117362. (JCR-Q1, Code)

• Chen, W, Peng J, Ren T, et al. Integrated velocity optimization and energy management for FCHEV: An eco-driving approach based on deep reinforcement learning[J]. Energy Conversion and Management, 2023, 296: 117685. (JCR-Q1, Code)

• Peng J, Chen, W, Fan Y, et al. Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforcement Learning[J]. IEEE Transactions on Transportation Electrification, 2023, 10(1): 392-406. (JCR-Q1, Code)

• Chen, W, Peng J, Ma Y, et al. Eco-Driving Framework for Hybrid Electric Vehicles in Multi-Lane Scenarios by Using Deep Reinforcement Learning Methods[J]. Green Energy and Intelligent Transportation, 2025, 100309. (Code)

🏅 Honor

• 2023.12, National Scholarship for Postgraduates by the Ministry of Education.
• 2021.06, Outstanding Graduate of Central South University.

📖 Education

• 2025.09 - ~ ~, Ph.D., Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hong Kong.
• 2021.09 - 2024.06, M.Eng., Transportation Engineering, Southeast University, Nanjing.
• 2017.09 - 2021.06, B.Eng., Transportation Equipment and Control Engineering, Central South University, Changsha.

💻 Employment

• 2024.07 - 2025.06, Engineer of Algorithm, China Automotive Innovation Corporation, Nanjing.
• 2023.07 - 2023.10, Intern of Algorithm, China Automotive Innovation Corporation, Nanjing.

明月出天山，苍茫云海间。 —— 李白