Stochastic Contextual Bandits with Known Reward Functions

Pranav Sakulkar, Bhaskar Krishnamachari

Many sequential decision-making problems in communication networks can be modeled as contextual bandit problems, which are natural extensions of the well-known multi-armed bandit p…