Diverse Reasoning Paths Matter: Symbolic Equivalence Augmentation for Enhancing RL Exploration.

arXiv:2610.22665v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) has emerged as a powerful paradigm for improving the reasoning capabilities of LLMs. However, the role of supervised fine-tuning (SFT) data in enabling effe