Acceleration of reinforcement learning by policy evaluation using nonstationary iterative method K Senda, S Hattori, T Hishinuma, T Kohda IEEE transactions on cybernetics 44 (12), 2696-2705, 2014 | 14 | 2014 |
Weighted model estimation for offline model-based reinforcement learning T Hishinuma, K Senda Advances in neural information processing systems 34, 17789-17800, 2021 | 13 | 2021 |
Approximate Bayesian reinforcement learning based on estimation of plant K Senda, T Hishinuma, Y Tani Autonomous Robots 44 (5), 845-857, 2020 | 7 | 2020 |
Robust and explorative behavior in model-based Bayesian reinforcement learning T Hishinuma, K Senda 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016 | 2 | 2016 |
Importance-weighted variational inference model estimation for offline Bayesian model-based reinforcement learning T Hishinuma, K Senda IEEE Access, 2023 | | 2023 |
An Approximate Bayesian Reinforcement Learning Approach Using Robust Control Policy and Tree Search T Hishinuma, K Senda Proceedings of the International Conference on Automated Planning and …, 2018 | | 2018 |