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Metaverse Based Emerging Technology Research

Unity-Vissim cosimulation environment development for human-in-the-loop test
Networking based multiagent driving simulator platform development
KAIST Munji campus testbed transplantation to the virtual world

Human-Factor Research

Interactive driving behavior in overtaking situation
Human recognition based on the ITS technology
Pedestrian behavior

Data-Driven Approach for the Practical Transportation Operation

Traffic volume imputation based on multi-source data collection system
The overall multi-source data aggregation process and imputation procedure
A deep spatio-temporal approach in maritime accident prediction
The proposed DSTOAP architecture and prediction results for each grid size

Reinforcement Learning Research

Optimized signal plan development