Tatsuya Matsushima

Vitae

Interest

  • Statistical Machine Learning
  • Computational Neuroscience
  • Robotics
  • Generative Model
  • Deep Learning
  • Model-based Reinforcement Learning

Papers

  • Tatsuya Matsushima, Hiroki Furuta, Yutaka Matsuo, Ofir Nachum, Shixiang Gu. Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization
  • Tatsuya Matsushima, Naruya Kondo, Yusuke Iwasawa, Kaoru Nasuno, Yutaka Matsuo. Measuring Task Uncertainty in Meta-Imitation Learning. Proceedings of the workshop on Deep Probabilistic Generative Models for Cognitive Architecture in Robotics at IROS2019. November 2019.
  • Shohei Ohsawa, Kei Akuzawa, Tatsuya Matsushima, Gustavo Bezerra, Yusuke Iwasawa, Hiroshi Kajino, Seiya Takenaka, Yutaka Matsuo: Neuron as an Agent, International Conference of Learning Representation (ICLR18) Workshop (Invitation), 2018

Articles

Works

Others