Felipe Kempkes

Anomaly Detection for Generic Failure Monitoring in Robotic Assembly, Screwing and Manipulation

Out-of-distribution states in robot manipulation often lead to unpredictable robot behavior or task failure, limiting success rates and increasing risk of damage. Anomaly detection (AD) can identify deviations from expected patterns in data, which can be used to trigger failsafe behaviors and recove