@inproceedings{ijcai2026p1, title = {Semantically Labelled Automata for Multi-Task Reinforcement Learning with LTL Instructions}, author = {Abate, Alessandro and De Giacomo, Giuseppe and Jackermeier, Mathias and Křetínský, Jan and Prokop, Maximilian and Weinhuber, Christoph}, 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 = {3--11}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/1}, url = {https://doi.org/10.24963/ijcai.2026/1}, }