Randomized Prior Functions for Deep Reinforcement Learning

Ian Osband, John Aslanides, Albin Cassirer

Dealing with uncertainty is essential for efficient reinforcement learning. There is a growing literature on uncertainty estimation for deep learning from fixed datasets, but many…