Co-Construction of Emotion through Social Interaction
2024年1月1日
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1 min read
We computationally model the process by which multiple agents co-construct emotion categories through social interaction, using collective predictive coding and Metropolis–Hastings naming games. Built on multimodal deep generative models, we aim to constructively clarify how emotion symbols emerge and are shared among embodied agents.
Related papers:
- Zehang Zhang, Takato Horii, Tadahiro Taniguchi. “Symbol Emergence of Emotion via Multimodal Deep Generative Models and Metropolis–Hastings Naming Games” (in Japanese). Annual Conference of the Japanese Society for Artificial Intelligence (JSAI), May 2024.
- Zehang Zhang, Nguyen Le Hoang, Tadahiro Taniguchi, Takato Horii. “Emergent Communication for Co-constructed Emotion Between Embodied Agents via Collective Predictive Coding”. arXiv:2605.09522.
- Tadahiro Taniguchi, Yasushi Hirai, Masahiro Suzuki, Shingo Murata, Takato Horii, Kazutoshi Tanaka. “System 0/1/2/3: Quad-Process Theory for Multi-Timescale Embodied Collective Cognitive Systems”. Artificial Life, 31(4), 465-496, 2025.
- Takato Horii. “Toward Constructive Understanding of Emotion through Bodily and Social Interactions” (in Japanese). Baby Science, 24: 46-57, 2025.
Authors
Takato Horii
(he/him)
Associate Professor
Associate Professor at Graduate School of Engineering Science, Osaka University.
Research interests include cognitive developmental robotics, computational modeling
of emotional development, and human-robot interaction.