Acceleration of Reinforcement Learning by Policy Evaluation Using Nonstationary Iterative Method. - Kei Senda; Suguru Hattori; Toru Hishinuma; Takehisa Kohda (IEEE Trans. Cybern., 2014)

Robust and explorative behavior in model-based Bayesian reinforcement learning. - Toru Hishinuma; Kei Senda (SSCI, 2016)

An Approximate Bayesian Reinforcement Learning Approach Using Robust Control Policy and Tree Search. - Toru Hishinuma; Kei Senda (ICAPS, 2018)

Approximate Bayesian reinforcement learning based on estimation of plant. - Kei Senda; Toru Hishinuma; Yurika Tani (Auton. Robots, 2020)

Weighted model estimation for offline model-based reinforcement learning. - Toru Hishinuma; Kei Senda (NeurIPS, 2021)

Importance-Weighted Variational Inference Model Estimation for Offline Bayesian Model-Based Reinforcement Learning. - Toru Hishinuma; Kei Senda (IEEE Access, 2023)