The Assistance Dilemma: Learning to Teach via Multi-Turn Reinforcement Learning.

arXiv:2610.06446v1 Announce Type: cross Abstract: Large language models (LLMs) trained to answer questions are natively poor at teaching. Reinforcement Learning (RL) against a simulated student is a promising approach to improve their pedagogy, but existing RL