CasePlay: Self-Play Reinforcement Learning from Case Reports for Medical Reasoning.

arXiv:2610.24952v1 Announce Type: cross Abstract: Reinforcement learning (RL) is a promising way to improve the clinical reasoning abilities of large language models (LLMs), but current pipelines often rely on expert-labeled questions or costly synthetic-data