2 papers
cs.LG2025
Safe Reinforcement Learning-Based Vibration Control: Overcoming Training Risks with LQR Guidance
Rohan Vitthal Thorat, Juhi Singh, Rajdip Nayek
Structural vibrations induced by external excitations pose significant risks, including safety hazards for occupants, structural damage, and increased maintenance costs. While conv…
cs.HC2025
MECASA: Motor Execution Classification using Additive Self-Attention for Hybrid EEG-fNIRS Data
Gourav Siddhad, Juhi Singh, Partha Pratim Roy
Motor execution, a fundamental aspect of human behavior, has been extensively studied using BCI technologies. EEG and fNIRS have been utilized to provide valuable insights, but the…