PEARL: Training Socratic Tutors with Pedagogically Aligned Reinforcement Learning

Qikai Chang, Zhenrong Zhang, Linbo Chen +4

Large Language Models (LLMs) have shown promise as educational tutors, yet effective tutoring requires more than solving problems: it must provide progressive Socratic guidance and…