Junhyuk Oh

junhyuk (at) umich (dot) edu

Curriculum Vitae     Google Scholar

I am a fourth-year Ph.D. student in Computer Science and Engineering at University of Michigan. I am supervised by Professor Honglak Lee and Professor Satinder Singh. My research focuses on deep learning and reinforcement learning. Some of my work has been covered by MIT Technology Review and Daily Mail.



Invited Talks


        Value Prediction Network
        Junhyuk Oh, Satinder Singh, Honglak Lee
        INeural Information Processing Systems (NIPS), 2017. 
        [Paper] [Code]

        Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning
        Junhyuk Oh, Satinder Singh, Honglak Lee, Pushmeet Kohli
        In International Conference on Machine Learning (ICML), 2017. 
        [Paper] [Project Page]

        Control of Memory, Active Perception, and Action in Minecraft
        Junhyuk Oh, Valliappa Chockalingam, Satinder Singh, Honglak Lee
        In International Conference on Machine Learning (ICML), 2016. 
        Press Coverage: [MIT Technology Review] [Daily Mail]
        [Paper] [Project Page] [Code

Learning Transferrable Knowledge for Semantic Segmentation
with Deep Convolutional Neural Network 

        Seunghoon Hong, Junhyuk Oh, Bohyung Han, Honglak Lee 
        In Computer Vision and Pattern Recognition (CVPR), 2016.
        Spotlight presentation
        [Paper] [Project Page[Code]

        Action-Conditional Video Prediction using Deep Networks in Atari Games
        Junhyuk Oh, Xiaoxiao Guo, Honglak Lee, Richard Lewis, Satinder Singh
        In Neural Information Processing Systems (NIPS), 2015. 
        Spotlight presentation Acceptance rate: 4.5% (82/1858)
        [Paper[Project Page] [Code] 


  • Sep 2014 - Present
    • University of Michigan, Ann Arbor, MI
    • Ph.D. student in Computer Science and Engineering
  • Mar 2007 - Feb 2014
    • Seoul National University, Seoul, Korea
    • B.S. in Computer Science and Engineering

Professional Experience

  • June 2017 - Sep 2017
    • Research Intern, DeepMind, London, United Kingdom.
  • June 2016 - Sep 2016 
    • Research Intern, Microsoft Research, Redmond, USA.
  • June 2011 - Jan 2013
    • Software Engineer, ESTsoft Co., Ltd., Seoul, Korea
  • Jan 2010 - June 2011
    • Software Engineer, GALA Lab Co., Ltd., Seoul, Korea

Awards and Honors

  • Graduate Scholarship from Kwanjeong Educational Foundation, 2014 - Present
  • Undergraduate Scholarship from Korea Student Aid Foundation (KOSAF), 2007 - 2014