Jun Ki Lee

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I just completed my PhD from the Department of Computer Science at Brown University where I was advised under Prof. Michael L. Littman. My research focuses are in reinforcement learning especially in its explainability, machine learning, robotics, and humand robot interaction (HRI).

Previously, I finished my Master’s in the Media Arts and Sciences at MIT Media Lab. I worked at the Personal Robots Group led by Prof. Cynthia L. Breazeal. I received my Bachelor of Science in Computer Science and Engineering at Seoul National University.



news

Sep 9, 2022 Ph.D. Dissertation Final Submission! :sparkles: :smile:
Jun 10, 2022 Poster Presentation @ RLDM 2022
May 31, 2022 Ph.D defense !!

selected publications

  1. Ph.D.
    Explaining Reinforcement Learning Agents by Policy Comparison
    Jun Ki Lee
    2022
    PDF
  2. RLDM
    Explaining Reinforcement Learning Agents by Policy Comparison
    Jun Ki Lee, and Michael L Littman
    In 5th Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM) 2022
    PDF
  3. Ap.AI
    Measuring and characterizing generalization in deep reinforcement learning
    Sam Witty, Jun Ki Lee, Emma Tosch, and 4 more authors
    Applied AI Letters 2021
    HTML PDF
  4. HRI
    Teaching a robot tasks of arbitrary complexity via human feedback
    Guan Wang, Carl Trimbach, Jun Ki Lee, and 2 more authors
    In Proceedings of the 2020 ACM/IEEE International Conference on Human-Robot Interaction 2020
    HTML PDF
  5. ICSR
    Stackelberg punishment and bully-proofing autonomous vehicles
    Matt Cooper, Jun Ki Lee, Jacob Beck, and 7 more authors
    In International Conference on Social Robotics 2019
    HTML PDF