نسخة أولية وصول مفتوح
TutorLoop: Regulating Student Learning Behaviors via Sensor-in-the-Loop Generative Feedback
We present TutorLoop, a sensor-in-the-loop system that regulates student learning behaviors by delivering adaptive feedback based on real-time cognitive states. Unlike prior large language model (LLM) tutors that directly depend on scenario-specific content, TutorLoop operates on sensor-derived signals captured via web …