Paper page - Your Language Model is Its Own Critic: Reinforcement Learning with Value Estimation from Actor's Internal States
…POISE enables stable and efficient policy optimization for large reasoning models by estimating baselines using internal model signals, reducing computational overhead while maintaining performance comparable to existing methods. AI-generated summary Reinforcement…
