Empirical analysis of representation learning and exploration in neural kernel bandits

Michal Lisicki, Arash Afkanpour, Graham W. Taylor

Neural bandits have been shown to provide an efficient solution to practical sequential decision tasks that have nonlinear reward functions. The main contributor to that success is…