Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits

Aditya Ramesh, Paulo Rauber, Michelangelo Conserva +1

An agent in a nonstationary contextual bandit problem should balance between exploration and the exploitation of (periodic or structured) patterns present in its previous experienc…