Haeyoon Han

A Counterfactual Reasoning Framework for Fault Diagnosis in Robot Perception Systems

Perception systems provide a rich understanding of the environment for autonomous systems, shaping decisions in all downstream modules. Hence, accurate detection and isolation of faults in perception systems is important. Faults in perception systems pose particular challenges: faults are often tied…