Optimizing What Policies Learn From: Recoverability-aware Rollout Intervention Learning
Recoverability-Aware Intervention Learning (RAIL), a training-time framework that learns how to generate rollouts based on the improvement produced by each intervention, consistently improves performance under limited rollout budgets.