Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning

Jiangnan Xia, Yucheng Shi, Yu Yang +3

Reinforcement learning has become a key paradigm for eliciting reasoning abilities in large language models, where exploration is crucial for discovering effective solution traject…