AINeutralarXiv – CS AI · 6h ago6/10
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A Practical Recipe Towards Improving Sim-and-Real Correlation for VLA Evaluation
Researchers present a systematic framework for evaluating sim-to-real correlation in vision-language-action (VLA) robot policies, identifying why simulation benchmarks often fail to predict real-world performance. The study examines simulation platforms, policy rankings, and perturbation factors to guide both simulator designers and practitioners on effectively using simulation for policy development.