Kenta Hoshino

3 papers at tracked venues · 3 at CORE A* · active 2024–2025

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Venues

AAAI ×1 ICLR ×1 NeurIPS ×1

Frequent coauthors

Toshinori Kitamura

×2

Tadashi Kozuno

×2

Wataru Kumagai

×2

Yohei Hosoe

×2

Kazumi Kasaura

×2

Yutaka Matsuo

×2

Masashi Hamaya

×1

Paavo Parmas

×1

Arnob Ghosh

×1

Zhuoyuan Wang

×1

Reece Keller

×1

Xiyu Deng

×1

Papers

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form
ICLR 2025 ·
Toshinori Kitamura
,
Tadashi Kozuno
,
Wataru Kumagai
, Kenta Hoshino,
Yohei Hosoe
,
Kazumi Kasaura
,
Masashi Hamaya
,
Paavo Parmas
,
Yutaka Matsuo
Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation
NeurIPS 2025 ·
Toshinori Kitamura
,
Arnob Ghosh
,
Tadashi Kozuno
,
Wataru Kumagai
,
Kazumi Kasaura
, Kenta Hoshino,
Yohei Hosoe
,
Yutaka Matsuo
Physics-Informed Representation and Learning: Control and Risk Quantification
AAAI 2024 ·
Zhuoyuan Wang
,
Reece Keller
,
Xiyu Deng
, Kenta Hoshino,
Takashi Tanaka
,
Yorie Nakahira