@inproceedings{ijcai2025p554, title = {SPoRt - Safe Policy Ratio: Certified Training and Deployment of Task Policies in Model-Free RL}, author = {Cloete, Jacques and Vertovec, Nikolaus and Abate, Alessandro}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {4976--4984}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/554}, url = {https://doi.org/10.24963/ijcai.2025/554}, }