Variance-Aware Baselines and Adaptive Learning Rates for Reinforcement Learning with Verifiable Rewards

New research proposes a theoretical framework for variance-aware baselines and adaptive learning rates to improve reinforcement learning with verifiable rewards (RLVR) in LLMs.