Variance-Based Rewards for Approximate Bayesian Reinforcement Learning

Jonathan Sorg, Satinder Singh, Richard L. Lewis

The explore{exploit dilemma is one of the central challenges in Reinforcement Learning (RL). Bayesian RL solves the dilemma by providing the agent with information in the form of a…