MAPLE: Elevating Medical Reasoning from Statistical Consensus to Process-Led Alignment

Kailong Fan, Anqi Pu, Yichen Wu +7

Recent advances in medical large language models have explored Test-Time Reinforcement Learning (TTRL) to enhance reasoning. However, standard TTRL often relies on majority voting…