Junkyu Lee  Junkyu Lee photo         

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Research Scientist
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  

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Professional Associations

Professional Associations:  AAAI

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I am interested in designing algorithms for solving large-scale sequential decision-making problems from artificial intelligence (AI) perspective. My research focuses on inference and learning algorithms in probabilistic graphical models and influence diagrams, AI planning, and reinforcement learning. My specialty is in heuristic search and variational methods in graphical models. More recently, I have been working on understanding the structural characteristics of the problems and integrating AI planning and deep-reinforcement learning under the neuro-symbolic paradigm.