AI RESEARCH

Trust the Batch, On- or Off-Policy: Adaptive Policy Optimization for RL Post-Training

arXiv CS.AI

ArXi:2605.12380v1 Announce Type: cross Reinforcement learning is structurally harder than supervised learning because the policy changes the data distribution it learns from. The resulting fragility is especially visible in large-model