😁 Welcome

Hi, this is Chen Weiqi, a 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 reinforcement learning and eco-driving strategy

• Chen, W., Peng, J., Chen, J., Zhou, J., Wei, Z., Ma, C., 2023a. Health-considered energy management strategy for fuel cell hybrid electric vehicle based on improved soft actor critic algorithm adopted with beta policy. Energy Conversion and Management 292, 117362. (JCR-Q1, Code)

• Chen, W., Peng, J., Ren, T., Zhang, H., He, H., Ma, C., 2023b. Integrated velocity optimization and energy management for FCHEV: An eco-driving approach based on deep reinforcement learning. Energy Conversion and Management 296, 117685.(JCR-Q1, Code)

• Peng, J., Chen, W., Fan, Y., He, H., Wei, Z., Ma, C., 2024. Ecological driving framework of hybrid electric vehicle based on heterogeneous multi-agent deep reinforcement learning. IEEE Transactions on Transportation Electrification 10, 392–406.(JCR-Q1, Code)

• Chen, W., Peng, J., Ma, Y., He, H., Ren, T., Wang, C., 2026. Eco-driving framework for hybrid electric vehicles in multi-lane scenarios by using deep reinforcement learning methods. Green Energy and Intelligent Transportation 5, 100309.(JCR-Q1, Code)

🏅 Honor

• 2025.11, Outstanding Master’s Thesis of Southeast University.
• 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 - 2025.07, 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