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Yijie Guo

Ph.D. Candidate in Computer Science & Engineering

University of Michigan, Ann Arbor

Biography

I am currently a Ph.D student in University of Michigan, rising to my fifth year, under supervison of Prof. Honglak Lee. My research interest lies in deep reinforcement learning, especially balancing the exploration and exploitation in difficult domains, and representation learning to improve sample efficiency and performance of RL algorithms.

Interests

  • Reinforcement Learning
  • Deep Learning
  • Representation Learning

Education

  • Ph.D. in Computer Science & Engineering, 2017 - Present

    University of Michigan, Ann Arbor

  • BS in Math, BS in Data Science, 2017

    University of Michigan, Ann Arbor