Toru Hishinuma

According to our database, Toru Hishinuma authored at least 6 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Importance-Weighted Variational Inference Model Estimation for Offline Bayesian Model-Based Reinforcement Learning.

Toru Hishinuma, Kei Senda

IEEE Access, 2023

2021

Weighted model estimation for offline model-based reinforcement learning.

Toru Hishinuma, Kei Senda

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Approximate Bayesian reinforcement learning based on estimation of plant.

Kei Senda, Toru Hishinuma, Yurika Tani

Auton. Robots, 2020

2018

An Approximate Bayesian Reinforcement Learning Approach Using Robust Control Policy and Tree Search.

Toru Hishinuma, Kei Senda

Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018

2016

Robust and explorative behavior in model-based Bayesian reinforcement learning.

Toru Hishinuma, Kei Senda

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2014

Acceleration of Reinforcement Learning by Policy Evaluation Using Nonstationary Iterative Method.

Kei Senda, Suguru Hattori, Toru Hishinuma, Takehisa Kohda

IEEE Trans. Cybern., 2014