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Yohei Hosoe

Associate Professor, Kyoto University

  • Joined September 2024

Names

Yohei Hosoe (Preferred)
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Emails

****@kuee.kyoto-u.ac.jp (Confirmed)
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Career & Education History

Associate Professor
Kyoto University (kyoto-u.ac.jp)
Present
 
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Expertise

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Publications

  • A Unified MDP Framework for Solving Robust, Convex, Multi-Discount Constraints, and Beyond

    Toshinori Kitamura, Arnob Ghosh, Tadashi Kozuno, Kenta Hoshino, Yohei Hosoe, Kazumi Kasaura, Wataru Kumagai, Paavo Parmas, Yutaka Matsuo
    • Finding the Frame (RLC 2025)
    • Readers: Everyone
  • Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation

    Toshinori Kitamura, Arnob Ghosh, Tadashi Kozuno, Wataru Kumagai, Kazumi Kasaura, Kenta Hoshino, Yohei Hosoe, Yutaka Matsuo
    • https://arxiv.org/pdf/2502.10138
    • Readers: Everyone
  • Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form

    Toshinori Kitamura, Tadashi Kozuno, Wataru Kumagai, Kenta Hoshino, Yohei Hosoe, Kazumi Kasaura, Masashi Hamaya, Paavo Parmas, Yutaka Matsuo
    • ICLR 2025 Poster
    • Readers: Everyone

Co-Authors

  • Arnob Ghosh
  • Kazumi Kasaura
  • Kenta Hoshino
  • Masashi Hamaya
  • Paavo Parmas
  • Tadashi Kozuno
  • Toshinori Kitamura
  • Wataru Kumagai
  • Yutaka Matsuo
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