Semantic Reinforcement Learning. This preprint provides first insights: Arroyo-Fernández, I., Carrasco-Ruíz, M., & Arias-Aguilar, J. A. (2019). On the Possibility of Rewarding Structure Learning Agents: Mutual Information on Linguistic Random Sets. arXiv preprint arXiv:1910.04023.