Faster Deep Q-Learning Using Neural Episodic Control. - Daichi Nishio; Satoshi Yamane (COMPSAC (1), 2018)

Random Projection in Neural Episodic Control. - Daichi Nishio; Satoshi Yamane (ACML, 2019)

Online Heterogeneous Mixture Learning for Big Data. - Kazuki Seshimo; Akira Ota; Daichi Nishio; Satoshi Yamane (GCCE, 2019)

Discriminator Soft Actor Critic without Extrinsic Rewards. - Daichi Nishio; Toi Tsuneda; Daiki Kuyoshi; Satoshi Yamane (GCCE, 2020)

Towards robust and domain agnostic reinforcement learning competitions: MineRL 2020. - William Hebgen Guss; Stephanie Milani; Nicholay Topin; Brandon Houghton; Sharada P. Mohanty; Andrew Melnik; Augustin Harter; Benoit Buschmaas; Bjarne Jaster; Christoph Berganski; Dennis Heitkamp; Marko Henning; et al. (NeurIPS (Competition and Demos), 2020)

Practical Evaluation of Online Heterogeneous Machine Learning. - Kazuki Seshimo; Akira Ota; Daichi Nishio; Satoshi Yamane (IEICE Trans. Inf. Syst., 2020)

Towards robust and domain agnostic reinforcement learning competitions. - William Hebgen Guss; Stephanie Milani; Nicholay Topin; Brandon Houghton; Sharada P. Mohanty; Andrew Melnik; Augustin Harter; Benoit Buschmaas; Bjarne Jaster; Christoph Berganski; Dennis Heitkamp; Marko Henning; et al. (CoRR, 2021)