The integration of Deep Learning into higher education is rapidly evolving, with Intelligent Tutoring Systems becoming increasingly prominent. AI Agents, acting as virtual Facilitators, are Transforming the learning experience by providing Specific support to students based on their individual Challenges. These Advanced systems Interpret student pe