Counterfactual Data-Fusion for Online Reinforcement Learners

Andrew Forney, Judea Pearl, Elias Bareinboim

Abstract: The Multi-Armed Bandit problem with Unobserved Confounders (MABUC) considers decision-making settings where unmeasured variables can influence both the agent’s decisions and received rewards (Barei...