Counterfactual Explanation and Causal Inference in Service of Robustness in Robot Control

Simón C. Smith, Subramanian Ramamoorthy

We propose an architecture for training generative models of counterfactual conditionals of the form, 'can we modify event A to cause B instead of C?', motivated by applications in…