Lin, Xiaofeng, and Xuezhou Zhang. “Efficient Reinforcement Learning in Probabilistic Reward Machines”. Proceedings of the AAAI Conference on Artificial Intelligence, vol. 39, no. 18, Apr. 2025, pp. 18728-36, doi:10.1609/aaai.v39i18.34061.