Murat Kocaoglu

Information-Directed Sampling for Causal Bandits

Muhammad Qasim Elahi, Murat Kocaoglu, Mahsa Ghasemi

Causal bandits exploit structural relationships among variables to share information across interventions and accelerate the identification of high-reward decisions. In many applications, however, some variables cannot be directly manipulated, even though they influence the rewar…Read more