AI Cobots for Next-Generation Shipyards

2025年4月1日 · 1 min read
projects

Shipyards demand collaborative environments in which humans and robots can work in close proximity without safety barriers. This project develops AI-driven motion acquisition and task execution algorithms for collaborative robots (cobots), contributing to next-generation shipyards that flexibly adapt to complex and diverse shipbuilding processes.

We combine imitation learning, reinforcement learning, and foundation models such as Large Language Models and Vision-Language Models to study frameworks by which robots acquire skills while observing and understanding human work. The goal is to implement general-purpose cobots that can safely cooperate with on-site workers while handling tasks in the long tail of the distribution.

関連する研究費

Technology Development Contributing to the Realization of Next-Generation Shipyards Using AI

BRIDGE (Bridging R&D and Society 5.0) Co-Investigator
FY 2025 – (ongoing) National Maritime Research Institute (NMRI), Maritime Port and Aviation Technology Research Institute
A measure under the CSTI-led BRIDGE program. Specific role and period may change according to the agreement.
Takato Horii
Authors
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.