Toshinori Kitamura

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 10

Top Topics

Policy Iteration

Reinforcement Learning

Markov Decision Processes

Top Venues

Publications

Toshinori Kitamura, Tadashi Kozuno, Masahiro Kato, Yuki Ichihara, Soichiro Nishimori, Akiyoshi Sannai, Sho Sonoda, Wataru Kumagai, Yutaka Matsuo
A Policy Gradient Primal-Dual Algorithm for Constrained MDPs with Uniform PAC Guarantees. CoRR (2024)
Toshinori Kitamura, Tadashi Kozuno, Yunhao Tang, Nino Vieillard, Michal Valko, Wenhao Yang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári, Wataru Kumagai, Yutaka Matsuo
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice. CoRR (2023)
Toshinori Kitamura, Tadashi Kozuno, Yunhao Tang, Nino Vieillard, Michal Valko, Wenhao Yang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári, Wataru Kumagai, Yutaka Matsuo
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice. ICML (2023)
Tadashi Kozuno, Wenhao Yang, Nino Vieillard, Toshinori Kitamura, Yunhao Tang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Michal Valko, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári
KL-Entropy-Regularized RL with a Generative Model is Minimax Optimal. CoRR (2022)
Lingwei Zhu, Toshinori Kitamura, Takamitsu Matsubara
Cautious Actor-Critic. CoRR (2021)
Toshinori Kitamura, Lingwei Zhu, Takamitsu Matsubara
Geometric Value Iteration: Dynamic Error-Aware KL Regularization for Reinforcement Learning. ACML (2021)
Toshinori Kitamura, Lingwei Zhu, Takamitsu Matsubara
Geometric Value Iteration: Dynamic Error-Aware KL Regularization for Reinforcement Learning. CoRR (2021)
Toshinori Kitamura, Ryo Yonetani
ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives. CoRR (2021)
Lingwei Zhu, Toshinori Kitamura, Takamitsu Matsubara
Cautious Actor-Critic. ACML (2021)
Lingwei Zhu, Toshinori Kitamura, Takamitsu Matsubara
Cautious Policy Programming: Exploiting KL Regularization in Monotonic Policy Improvement for Reinforcement Learning. CoRR (2021)
Xi Lu, Junko Watanabe, Qingbo Liu, Masayo Uji, Masahiro Shono, Toshinori Kitamura
Internet and mobile phone text-messaging dependency: Factor structure and correlation with dysphoric mood among Japanese adults. Comput. Hum. Behav. 27 (5) (2011)