Gupta, N. .; Heggond , S. . Agentic Artificial Intelligence-Driven Tutoring: A Multi-Agent Cognitive Architecture for Personalized Adaptive Learning in Education. ijars 2026, 2 (2), 572-598. https://doi.org/10.70593/deepsci.0202022.