Lin, X. and Zhang, X. 2025. Efficient Reinforcement Learning in Probabilistic Reward Machines. Proceedings of the AAAI Conference on Artificial Intelligence. 39, 18 (Apr. 2025), 18728–18736. DOI:https://doi.org/10.1609/aaai.v39i18.34061.