Reinforcement Learning Improves Traversal of Parametric Knowledge in LLMs

Renfei Zhang, Manasa Kaniselvan, Rylan Schaeffer +1

Reinforcement learning (RL) is often credited with improving reasoning at the expense of factual knowledge. We instead find that reasoning models outperform their instruction-tuned…