Placing Puzzle Pieces Where They Matter: A Question Augmentation Framework for Reinforcement Learning
arXiv:2604.15830v1 Announce Type: new
Abstract: Reinforcement learning has become a powerful approach for enhancing large language model reasoning, but faces a fundamental dilemma: training on easy problems can cause overfitting and pass@k degradation…