Bayesian Off-Policy Evaluation and Learning for Large Action Spaces

Imad Aouali, Victor-Emmanuel Brunel, David Rohde +1

In interactive systems, actions are often correlated, presenting an opportunity for more sample-efficient off-policy evaluation (OPE) and learning (OPL) in large action spaces. We…