Robust Counterfactual Policy Optimisation via Nondeterministic Causal Models

Jessica Lally, Milad Kazemi, Nicola Paoletti +2

Counterfactual inference approaches for sequential decision-making typically assume deterministic causal models, where all randomness stems from latent variables. However, Markov D…