I am a graduate student in the Department of Electrical Engineering at Princeton University, working with Porf. Peter Ramadge and Prof. Karthik Narasimhan, since September 2017.

My research interests lie in the intersection of machine learning, reinforcement learning, and natural language processing. Specifically, I focus on building autonomous systems that acquire knowledge by interacting with the world, and providing provable safety guarantees during deployment and training.

Before Princeton, I received my BS in Electrical Engineering and Computer Science (Honors Program) at National Chiao Tung University, Taiwan.

ty3@princeton.edu / Google Scholar


  • Sep 2019, Paper "Projection Based Policy Optimization" was accepted in AAAI 2019 Fall Symposium, Washington, DC.
  • Jan 2019, I was a recipient of the Siemens Fellowship.


  • Research Intern, Siemens Research, Jun 2018 - Aug 2018, Princeton, NJ


  • Graduate Researcher, ELE Department, Princeton University, Jun 2017 - Present, Princeton, NJ