| 2020 | IJCNN | Q-learning with exploration driven by internal dynamics in chaotic neural network. | Toshitaka Matsuki, Souya Inoue, Katsunari Shibata |
| 2017 | ICONIP | Influence of the Chaotic Property on Reinforcement Learning Using a Chaotic Neural Network. | Yuki Goto, Katsunari Shibata |
| 2016 | ICONIP | Emergence of Higher Exploration in Reinforcement Learning Using a Chaotic Neural Network. | Yuki Goto, Katsunari Shibata |
| 2016 | ICONIP | Reward-Based Learning of a Memory-Required Task Based on the Internal Dynamics of a Chaotic Neural Network. | Toshitaka Matsuki, Katsunari Shibata |
| 2015 | IJCNN | Reinforcement learning with internal-dynamics-based exploration using a chaotic neural network. | Katsunari Shibata, Yuta Sakashita |
| 2014 | IJCNN | Causality traces for retrospective learning in neural networks - Introduction of parallel and subjective time scales. | Katsunari Shibata |
| 2012 | ICONIP | Emergence of Multi-step Discrete State Transition through Reinforcement Learning with a Recurrent Neural Network. | Mohamad Faizal Bin Samsudin, Yoshito Sawatsubashi, Katsunari Shibata |
| 2012 | KES | Performance comparison of non-RNN and RNN in Emergence of Discrete Decision Making through Reinforcement Learning. | Mohamad Faizal Bin Samsudin, Katsunari Shibata |
| 2011 | ICONIP | Emergence of Purposive and Grounded Communication through Reinforcement Learning. | Katsunari Shibata, Kazuki Sasahara |
| 2011 | IJCNN | Discovery of pattern meaning from delayed rewards by reinforcement learning with a recurrent neural network. | Katsunari Shibata, Hiroki Utsunomiya |
| 2008 | ICONIP | Improvement of Practical Recurrent Learning Method and Application to a Pattern Classification Task. | Mohamad Faizal Bin Samsudin, Katsunari Shibata |
| 2008 | ICONIP | Learning of Action Generation from Raw Camera Images in a Real-World-Like Environment by Simple Coupling of Reinforcement Learning and a Neural Network. | Katsunari Shibata, Tomohiko Kawano |
| 2008 | ICONIP | Contextual Behaviors and Internal Representations Acquired by Reinforcement Learning with a Recurrent Neural Network in a Continuous State and Action Space Task. | Hiroki Utsunomiya, Katsunari Shibata |
| 2007 | ICONIP | Practical Recurrent Learning (PRL) in the Discrete Time Domain. | Mohamad Faizal Bin Samsudin, Takeshi Hirose, Katsunari Shibata |
| 2003 | IJCNN | Growing neural network for acquisition of 2-layer structure. | Ryusuke Kurino, Masanori Sugisaka, Katsunari Shibata |
| 2001 | ICRA | Actor-Q Based Active Perception Learning System. | Katsunari Shibata, Tetsuo Nishino, Yoichi Okabe |
| 2000 | IROS | Prosthetic hand control based on torque estimation from EMG signals. | Satoshi Morita, Katsunari Shibata, Xin-Zhi Zheng, Koji Ito |
| 2000 | ICRA | A Learning and Dynamic Pattern Generating Architecture for Skillful Robotic Baseball Batting System. | Xin-Zhi Zheng, Wataru Inamura, Katsunari Shibata, Koji Ito |
| 1999 | IJCNN | Gauss-sigmoid neural network. | Katsunari Shibata, Koji Ito |
| 1999 | ISADS | Emergence of Communication for Negotiation by a Recurrent Neural Network. | Katsunari Shibata, Koji Ito |
| 1998 | ICONIP | Reconstruction of Visual Sensory Space on the Hidden Layer in Layered Neural Networks. | Katsunari Shibata, Koji Ito |