Q-learning with Posterior Sampling

Priyank Agrawal, Shipra Agrawal, Azmat Azati

Bayesian posterior sampling techniques have demonstrated superior empirical performance in many exploration-exploitation settings. However, their theoretical analysis remains a cha…