Causal Bandits without prior knowledge using separating sets

Arnoud A. W. M. de Kroon, Danielle Belgrave, Joris M. Mooij

The Causal Bandit is a variant of the classic Bandit problem where an agent must identify the best action in a sequential decision-making process, where the reward distribution of…