Critical Interval MSE: Toward Reliable Offline Validation for Robot Manipulation Policies.

arXiv:2606.29898v2 Announce Type: replace-cross Abstract: Real-world evaluation is the gold standard for robot manipulation policies because it tests them against the physical conditions and deployment challenges they are ultimately designed to handle. However