Causal Explanations from the Geometric Properties of ReLU Neural Networks

Hector Woods, Philippa Ryan, Rob Alexander

Neural networks have proved an effective means of learning control policies for autonomous systems, but these learned policies are difficult to understand due to the black-box natu…