Yohei Hosoe

Associate Professor, Kyoto University

Joined

September 2024

Names

Yohei Hosoe (Preferred)

Emails

****@kuee.kyoto-u.ac.jp (Confirmed)

Personal Links

Career & Education History

Associate Professor

Kyoto University (kyoto-u.ac.jp)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

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
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
- NeurIPS 2025 spotlight
- 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