Beril Yalcinkaya

Towards Enhanced Human Activity Recognition for Real-World Human-Robot Collaboration

This research contributes to the field of Human-Robot Collaboration (HRC) within dynamic and unstructured environments by extending the previously proposed Fuzzy State-Long Short-Term Memory (FS-LSTM) architecture to handle the uncertainty and irregularity inherent in real-world sensor data. Recogni…