Kawashima Lab. (PI: Hiroaki Kawashima)
Hiroaki KawashimaProfessor
Hiroaki KAWASHIMA
Ph.D (Informatics) (Kyoto University)
Profile
- 2002.4 Assistant Professor, Graduate School of Informatics, Kyoto University
- 2007.10 Senior Lecturer, Graduate School of Informatics, Kyoto University
- 2010.6 Georgia Institute of Technology, School of Electrical and Computer Engineering, Visiting Scholar
- 2015.2 Associate Professor, Graduate School of Informatics, Kyoto University
- 2019.4 Professor, School of Social Information Science, University of Hyogo
- 2021.4 Professor, Graduate School of Information Science, University of Hyogo
We study a variety of$00A0interactions, including “human-machine interactions” to support our daily lives / learning activities and “biological interactions” such as fish schools to elucidate the mechanism of collective behaviors. We seek to understand$00A0intelligence$00A0through the measurement, analysis, and modeling of those interactive behaviors using the techniques of artificial intelligence and machine learning with images, videos, and other types of sensory data.
Research Topics
- Image recognition, computer vision, machine learning/reinforcement learning
- Gaze-pattern analysis, human-communication analysis, Multimodal interaction
- Knowledge estimation, learning analytics
- Interaction analysis (e.g., fish-school analysis)
- Multi-agent reinforcement learning, distributed cooperative system
Please visit Lab Page and ResearchMap for more information.
