Junhyuk Oh

junhyuk (at) umich (dot) edu

Curriculum Vitae     Google Scholar

I am a third-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.




        Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning
        Junhyuk Oh, Satinder Singh, Honglak Lee, Pushmeet Kohli
        To appear in International Conference on Machine Learning (ICML), 2017. 
        [Arxiv] [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]
        [PDF] [Supplementary Material[ArXiv] [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
        [PDF[ArXiv] [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)
        [PDF] [Supplementary Material[ArXiv[BibTeX[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 (expected) 
    • 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