@inproceedings{ijcai2026p36, title = {About Time: Model-Free Reinforcement Learning with Timed Reward Machines}, author = {Roy, Rajarshi and Majumdar, Anirban and Raha, Ritam and Parker, David and Kwiatkowska, Marta}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {314--322}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/36}, url = {https://doi.org/10.24963/ijcai.2026/36}, }