Closed-Loop Identification Error

A failure mode that arises in the early stage of closed-loop deployment for networks trained offline. Because offline training learns the input-output mapping from open-loop data, while feedback coupling exists between the controller and the plant in a closed-loop system, the actual state distribution deviates from the training set, causing the model to produce systematic bias early in deployment.