My name is Zemian Ke. I am a Ph.D. student in the Department of Civil and Environmental Engineering at Carnegie Mellon University. I received my Bachelor’s degree and Master’s degree in the School of Transportation at Southeast University in 2017 and 2020, respectively. With some research experiences in utilizing reinforcement learning to solve traffic control problems, I am trying to improve transportation systems through machine learning technologies.