@inproceedings{ijcai2023p465, title = {Sample Efficient Model-free Reinforcement Learning from LTL Specifications with Optimality Guarantees}, author = {Shao, Daqian and Kwiatkowska, Marta}, booktitle = {Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, {IJCAI-23}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Edith Elkind}, pages = {4180--4189}, year = {2023}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2023/465}, url = {https://doi.org/10.24963/ijcai.2023/465}, }