BelMan: Bayesian Bandits on the Belief--Reward Manifold

Debabrota Basu, Pierre Senellart, Stéphane Bressan

We propose a generic, Bayesian, information geometric approach to the exploration--exploitation trade-off in multi-armed bandit problems. Our approach, BelMan, uniformly supports p…