Priors Matter: Addressing Misspecification in Bayesian Deep Q-Learning

Pascal R. van der Vaart, Neil Yorke-Smith, Matthijs T. J. Spaan

Uncertainty quantification in reinforcement learning can greatly improve exploration and robustness. Approximate Bayesian approaches have recently been popularized to quantify unce…