Yihua Wang, M.Sc.

Contact

Room: 1569
Tel:  +49 (0)89 289 28208
Fax: +49 (0)89 289 28210
yihua.wang@tum.de

 

Office Hours

by appointment

Research interests

  • Inventory Rebalancing
  • Shared Mobility
  • Data-driven Optimization

Academic Career and Positions held to date

  • since 09/2020: Research assistant at the Department of Logistics and Supply Chain Management (Prof. Dr. Minner), Technical University of Munich
  • 10/2019-01/2020: Research visit at the Department of Logistics and Supply Chain Management (Prof. Dr. Minner), Technical University of Munich

Publications

  • Gammelli, D., Wang, Y., Prak, D., Rodrigues, F., Minner, S., & Pereira, F. C. (2022). Predictive and prescriptive performance of bike-sharing demand forecasts for inventory management. Transportation Research Part C: Emerging Technologies138, 103571.

Academic Education

  • 2017-2020: M.Sc. in Control Science and Engineering at College of Artificial Intelligence, Nankai University, China
  • 2013-2017: B.Sc. in Intelligence Science and Technology at College of Computer and Control Engineering, Nankai University, China

Awards

  • 2022: Finalist of Best Student Paper Award of the International Society for Inventory Research (ISIR)
  • 2019: DAAD (German Academic Exchange Service) short-term scholarship for master's degree students

  • 2022 DRL Workshop, Heilbronn, Germany: "Using Proximal Policy Optimization for the Online-Retail Demand Fulfillment Problem"
  • 2022 21th International Symposium on Inventories (ISIR 2022), Budapest, Hungary: "Data-driven Deep Reinforcement Learning for Demand Fulfillment in Online Retail"
  • 2021 ISIR Summer School, Luxembourg, Luxembourg: "Data-driven Deep Q Learning for Demand Fulfillment in Online Retail"
  • 2019 International Conference on Intelligent Computing (ICIC 2019), Nanchang, China: "A Decomposition-based Hybrid Estimation of Distribution Algorithm for Practical Mean-CVaR Portfolio Optimization"