Amortized Reasoning Tree Search: Decoupling Proposal and Decision in Large Language Models

Zesheng Hong, Jiadong Yu, Hui Pan

Reinforcement Learning with Verifiable Rewards (RLVR) has established itself as the dominant paradigm for instilling rigorous reasoning capabilities in Large Language Models. While…