Informatics / Intelligent informatics  / Artificial Intelligence, Reinforcement Learning, Planning

東京大学  -  博士（学術）   2018.03

東京大学  -  修士（学術）   2015.03

東京大学  -  学士（教養）   2013.03

Kyushu Institute of Technology   Faculty of Computer Science and Systems Engineering   Department of Intelligent and Control Systems   Assistant Professor  

DROPOUT Q-FUNCTIONS FOR DOUBLY EFFICIENT REINFORCEMENT LEARNING Reviewed International journal

Hiraoka T., Imagawa T., Hashimoto T., Onishi T., Tsuruoka Y.

ICLR 2022 - 10th International Conference on Learning Representations   2022.01

Off-Policy Meta-Reinforcement Learning with Belief-Based Task Inference Reviewed International journal

Imagawa T., Hiraoka T., Tsuruoka Y.

IEEE Access   10   49494 - 49507   2022.01

Meta-Model-Based Meta-Policy Optimization Reviewed International journal

Hiraoka T., Imagawa T., Tangkaratt V., Osa T., Onishi T., Tsuruoka Y.

Proceedings of Machine Learning Research   157   129 - 144   2021.01

Learning robust options by conditional value at risk optimization Reviewed International journal

Hiraoka T., Imagawa T., Mori T., Onishi T., Tsuruoka Y.

Advances in Neural Information Processing Systems   32   2019.01