OGER: A Robust Offline-Guided Exploration Reward for Hybrid Reinforcement Learning

Xinyu Ma, Mingzhou Xu, Xuebo Liu +4

Recent advancements in Reinforcement Learning with Verifiable Rewards (RLVR) have significantly improved Large Language Model (LLM) reasoning, yet models often struggle to explore…