The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Benchmark Model Rank Results
mathematical-reasoning-on-minerva-mathQwen3-4B (MIPU)–Accuracy: 45.96