Jacob Tyo, PhD Student
I am a PhD student in the Machine Learning Department at Carnegie Mellon University and an Electronics Engineer at the U.S. Army Research Laboratory. My research interests lie broadly in meta-learning, artificial intelligence, reinforcement learning, and conversational machine learning. Before joining CMU, I obtained a Master’s degree in Electrical Engineering at West Virginia University, where I worked with Prof. Roy Nutter and Prof. Katerina Goseva-Popstojanova to apply machine learning in computer security domains. My Master’s thesis leveraging standard machine learning techniques to detect software issues that have security implications.
Research Interests: Meta-Learning, Reinforcement Learning
Publications
Reinforcement Learning with Unknown Reward Functions
Benjamin Eysenbach*, Jacob Tyo*, Shane Gu, Ruslan Salakhutdinov, Zachary Lipton, Sergey Levine
Task-Agnostic Reinforcement Learning Workshop, ICLR, 2019