Driving through the Concept Gridlock: Unraveling Explainability Bottlenecks in Automated Driving

Jessica Echterhoff, An Yan, Kyungtae Han +3

Concept bottleneck models have been successfully used for explainable machine learning by encoding information within the model with a set of human-defined concepts. In the context…