Improving Math Reasoning through Value-guided Informative Search

Shaohuai Liu, Yuning Wu, Haoran Liu +3

Reinforcement learning with verifiable rewards (RLVR) has substantially improved the mathematical reasoning capabilities of large language models. Recent work introduces search int…