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 interactions, 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 intelligence through 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.
