X4Val: Learning Neural Surrogates for Variance-Reduced Policy Evaluation

Rachel Luo, Michael Watson, Apoorva Sharma +6

Rigorous evaluation of learning-based robotic systems is an essential prerequisite for deployment. However, real-world test data is expensive to gather; moreover, in a typical iter…