Chandrasekar Subramanian

Causal Contextual Bandits with Targeted Interventions

We study a contextual bandit setting where the learning agent has the ability to perform interventions on targeted subsets of the population, apart from possessing qualitative causal side-information. This novel formalism captures intricacies in real-world scenarios such as software product experime…