Research interests
- Data-driven optimization
- Markov Decision Processes
- Approximate dynamic programming
- Reinforcement Learning
Academic Career and Positions held to date
- 2026-2028: Postdoc researcher at the Chair of Logistics and Supply Chain Management (Prof. Dr. Stefan Minner) at the Technical University of Munich — Humboldt Research Fellowship, Alexander von Humboldt Foundation
- 2022: Visiting researcher, Korean Government-Sponsored AI Training Program at Carnegie Mellon University
Publications
- Kim, M., & Moon, I. (2025). Spatio-temporal task pricing for shared electric micro-mobility battery-swapping platform with reinforcement learning. International Journal of Production Research, 63(4), 1473-1494.
- Kim, M., Lee, B., & Moon, I. (2025). Task bundling effect in electric scooter charging platform. International Journal of Sustainable Transportation, 19(9), 863-880.
- Kim, M., Park, J., & Moon, I. Approximate Dynamic Programming for Dynamic Pricing of Spot Container Freight Rate Under Multi-Unit Demand. Available at SSRN 5200701.
Education
- 2020-2025: Ph.D. in Industrial Engineering at Seoul National University.
- 2018-2020: M.Sc. in Industrial Engineering at Seoul National University.
- 2014-2018: B.Sc. in System Management Engineering at Sungkyunkwan University.