Yongjae Shin

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I am a Ph.D. student at Smart Information Systems Research Lab (SISReL) in Korea Advanced Institute of Science and Technology (KAIST) advised by Professor Youngchul Sung.

News

May 2025 Two papers (OPT, PARS) accepted to ICML 2025.
Mar 2024 Started an internship at LG AI Research.
Sep 2023 RDE paper accepted to NeurIPS 2023.

Publications

  1. OPT.png
    Online Pre-Training for Offline-to-Online Reinforcement Learning
    Yongjae Shin, Jeonghye Kim, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngsoo Jang, Geon-Hyeong Kim, Jongseong Chae, Youngchul Sung, Kanghoom Lee, and Woohyung Lim
    International Conference on Maching Learning (ICML) , 2025 , Vancouver, Canada
  2. PARS.png
    Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data
    Jeonghye Kim, Yongjae Shin, Whiyoung Jung, Sunghoon Hong, Deunsol Yoon, Youngchul Sung, Kanghoom Lee, and Woohyung Lim
    International Conference on Maching Learning (ICML) , 2025 , Vancouver, Canada
    Spotlight
  3. RDE.png
    Sample-efficient and safe deep reinforcement learning via reset deep ensemble agents
    Woojun Kim*, Yongjae Shin*, Jongeui Park, and Youngchul Sung
    Advances in Neural Information Processing Systems (NeurIPS) , 2023 , New Orleans, USA
    * Equal Contribution