EUBRL: Epistemic Uncertainty Directed Bayesian Reinforcement Learning

Jianfei Ma, Wee Sun Lee

At the boundary between the known and the unknown, an agent inevitably confronts the dilemma of whether to explore or to exploit. Epistemic uncertainty reflects such boundaries, re…