CogEvolution: A Human-like Generative Educational Agent to Simulate Student's Cognitive Evolution

arXiv:2604.14786v1 Announce Type: new Abstract: Generative Agents, owing to their precise modeling and simulation capabilities of human behavior, have become a pivotal tool in the field of Artificial Intelligence in Education (AIEd) for uncovering complex cognitive processes of learners. However, existing educational agents predominantly rely on static personas to simulate student learning behaviors, neglecting the decisive role of deep cognitive capabilities in learning outcomes during practice