ジャーナル論文 / Journal
  1. Zhang, J., Song, B., Wang, H., Han, B., Liu, T., Liu, L., and Sugiyama, M., "BadLabel: A Robust Perspective on Evaluating and Enhancing Label-Noise Learning", IEEE Trans. Pattern Anal. Machine Intell. PP(99), 1–12, (2024).
  2. Zhao, T., Wu, S., Li, G., Chen, Y., Niu, G., and Sugiyama, M., "Learning Intention-Aware Policies in Deep Reinforcement Learning", Neural Comput. 35(10), 1657–1677, (2023).
  3. Osa, T., Tangkaratt, V., and Sugiyama, M., "Discovering diverse solutions in deep reinforcement learning by maximizing state–action-based mutual information", Neural Netw. 152, 90–104, (2022).