Robust Fitted-Q-Evaluation and Iteration under Sequentially Exogenous Unobserved Confounders

David Bruns-Smith, Angela Zhou

Offline reinforcement learning is important in domains such as medicine, economics, and e-commerce where online experimentation is costly, dangerous or unethical, and where the tru…