Precision over Diversity: High-Precision Reward Generalizes to Robust Instruction Following

Yirong Zeng, Yufei Liu, Xiao Ding +9

A central belief in scaling reinforcement learning with verifiable rewards for instruction following (IF) tasks is that, a diverse mixture of verifiable hard and unverifiable soft…