Toru Hishinuma

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 5

Top Topics

Reinforcement Learning

Markov Decision Problems

Top Venues

IEEE Trans. Cybern.

Publications

Toru Hishinuma, Kei Senda
Importance-Weighted Variational Inference Model Estimation for Offline Bayesian Model-Based Reinforcement Learning. IEEE Access 11 (2023)
Toru Hishinuma, Kei Senda
Weighted model estimation for offline model-based reinforcement learning. NeurIPS (2021)
Kei Senda, Toru Hishinuma, Yurika Tani
Approximate Bayesian reinforcement learning based on estimation of plant. Auton. Robots 44 (5) (2020)
Toru Hishinuma, Kei Senda
An Approximate Bayesian Reinforcement Learning Approach Using Robust Control Policy and Tree Search. ICAPS (2018)
Toru Hishinuma, Kei Senda
Robust and explorative behavior in model-based Bayesian reinforcement learning. SSCI (2016)
Kei Senda, Suguru Hattori, Toru Hishinuma, Takehisa Kohda
Acceleration of Reinforcement Learning by Policy Evaluation Using Nonstationary Iterative Method. IEEE Trans. Cybern. 44 (12) (2014)