An Agent-Based Approach for Cleanup Problem: Analysis of Human-Like Behavior. - Nobuhito Manome; Shuji Shinohara; Kouta Suzuki; Shunji Mitsuyoshi (HCI (37), 2019)

A Multi-armed Bandit Algorithm Available in Stationary or Non-stationary Environments Using Self-organizing Maps. - Nobuhito Manome; Shuji Shinohara; Kouta Suzuki; Kosuke Tomonaga; Shunji Mitsuyoshi (ICANN (1), 2019)

SOM-based Algorithm for Multi-armed Bandit Problem. - Nobuhito Manome; Shuji Shinohara; Kouta Suzuki; Kosuke Tomonaga; Shunji Mitsuyoshi (IJCNN, 2019)

Machine Translation from Japanese to Robot Language for Human-Friendly Communication. - Nobuhito Manome; Shuji Shinohara; Kouta Suzuki; Shunji Mitsuyoshi (HCI (38), 2020)

Constructing observational learning agents using self-organizing maps. - Nobuhito Manome; Shuji Shinohara; Kouta Suzuki; Yu Chen 007; Shunji Mitsuyoshi (Artif. Life Robotics, 2020)

Extended Bayesian inference incorporating symmetry bias. - Shuji Shinohara; Nobuhito Manome; Kouta Suzuki; Ung-il Chung; Tatsuji Takahashi; Yukio-Pegio Gunji; Yoshihiro Nakajima; Shunji Mitsuyoshi (Biosyst., 2020)

Lévy walks derived from a Bayesian decision-making model in non-stationary environments. - Shuji Shinohara; Nobuhito Manome; Yoshihiro Nakajima; Yukio-Pegio Gunji; Toru Moriyama; Hiroshi Okamoto; Shunji Mitsuyoshi; Ung-il Chung (CoRR, 2020)

Power Laws Derived from a Bayesian Decision-Making Model in Non-Stationary Environments. - Shuji Shinohara; Nobuhito Manome; Yoshihiro Nakajima; Yukio-Pegio Gunji; Toru Moriyama; Hiroshi Okamoto; Shunji Mitsuyoshi; Ung-il Chung (Symmetry, 2021)

Inverse square Levy walk emerging universally in goal-oriented tasks. - Shuji Shinohara; Daiki Morita; Nobuhito Manome; Ryota Hayashi; Toru Moriyama; Hiroshi Okamoto; Pegio-yukio Gunji; Ung-il Chung (CoRR, 2023)

Simple Modification of the Upper Confidence Bound Algorithm by Generalized Weighted Averages. - Nobuhito Manome; Shuji Shinohara; Ung-il Chung (CoRR, 2023)

Random walk model that universally generates inverse square Lévy walk by eliminating search cost minimization constraint. - Shuji Shinohara; Daiki Morita; Hayato Hirai; Ryosuke Kuribayashi; Nobuhito Manome; Toru Moriyama; Hiroshi Okamoto; Yoshihiro Nakajima; Pegio-yukio Gunji; Ung-il Chung (CoRR, 2024)

Adaptive Inference through Bayesian and Inverse Bayesian Inference with Symmetry-Bias in Nonstationary Environments. - Shuji Shinohara; Daiki Morita; Hayato Hirai; Ryosuke Kuribayashi; Nobuhito Manome; Toru Moriyama; Yoshihiro Nakajima; Yukio-Pegio Gunji; Ung-il Chung (CoRR, 2025)