Robust Counterfactuals for Markov Decision Processes under Statistical and Causal Uncertainties

Jessica Lally, Milad Kazemi, Nicola Paoletti

Counterfactual reasoning (asking what would have happened, had a decision been different) is a powerful tool for identifying causes of failure and explaining the behaviour of AI sy…