@article{efficientreinforcementlearningin1, title = {Efficient Reinforcement Learning in Probabilistic Reward Machines}, author = {Xiaofeng Lin and Xuezhou Zhang}, year = {2024}, eprint = {2408.10381}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2408.10381v1}, }