Yanglan Wang
I am a Ph.D. candidate at the University of California, Berkeley, advised by Kenichi Soga. Prior to this, I earned my master’s degree from Tsinghua University and my bachelor’s degree from North China Electric Power University.
My research focuses on traffic simulation and control, with strong expertise in traffic flow modeling, computation, and optimization. During my Ph.D., I have primarily investigated large-scale traffic simulation and optimization, with applications in traffic signal control and intersection operations. I have also worked on projects involving vehicle ridesharing algorithms, fire evacuation modeling, and microscopic traffic simulation. More recently, building on my experience with traditional methods, I have been exploring the use of reinforcement learning to optimize vehicle movement.
selected publications
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Optimal Control Modeling for Switched Systems in Traffic EvacuationSSRN Electronic Journal, 2025 -
Modeling and Optimization of Traffic Evacuation Using Optimal Control ModelIn 2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC), 2025
service
- Reviewer for Transportation Research Part B
- Reviewer for IEEE ITSC 2025
- Reviewer for IEEE IV 2026
- Reviewer for IEEE ITSC 2026