Deborah S. Katz

Detecting Execution Anomalies As an Oracle for Autonomy Software Robustness

We propose a method for detecting execution anomalies in robotics and autonomy software. The algorithm uses system monitoring techniques to obtain profiles of executions. It uses a clustering algorithm to create clusters of those executions, representing nominal execution. A distance metric determin…