Sanghyun Son

PhD student at UMD



Hi, I'm Sanghyun.


I am a third year CS PhD student at University of Maryland. I am advised by professor Ming C. Lin at GAMMA Lab, and my research interest mainly lies in the intersection between geometry, physics, and reinforcement learning. I am seeking research opportunities across various domains to apply this kind of knowledge! Currently, I'm working on following topics:
  • New differentiable shape representation for 3D mesh
  • Reinforcement learning algorithms for solving physics-related problems
  • Point cloud registration for odometry in SLAM

News

  • 12-16-2023: Presented my new paper about reinforcement learning in NeurIPS!

Before I joined UMD...

I have done my undergrad and Master's degree at the Seoul National University in Korea. In those years, I was advised by professor Myung-Soo Kim, and mainly worked on geometric algorithms that can be used for distance and collision queries between parametric freeform surfaces.
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