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Claire Le Goues

2 accepted papers

2024

Is it a Bug? Understanding Physical Unit Mismatches in Robot Software

ICRA 2024poster

Robot software is abundant with variables that represent real-world physical units (e.g., meters, seconds). Operations over different units (e.g., adding meters and seconds) may be incorrect and can lead to dangerous system misbehaviors; manually detecting such mistakes is challenging. Current softw…

Cited by 1SourceScholar
2020

Detecting Execution Anomalies As an Oracle for Autonomy Software Robustness

ICRA 2020poster

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…

Cited by 10SourceScholar