A Novel Approach to Curiosity and Explainable Reinforcement Learning via Interpretable Sub-Goals

Connor van Rossum, Candice Feinberg, Adam Abu Shumays +2

Two key challenges within Reinforcement Learning involve improving (a) agent learning within environments with sparse extrinsic rewards and (b) the explainability of agent actions.…