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

Haoxu Huang, Tongsam Zheng, Yifan Chen +2

Real-world evaluation is the gold standard for robot policies because it tests them against the physical conditions and deployment challenges they are ultimately designed to handle…