@inproceedings{ijcai2026p493, title = {Self-Improving Autonomous Vehicles via Real-World Reinforcement Learning}, author = {Kwon, Daehyeok and Seo, Seung-Woo and Lee, Sang-Hyun}, 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 = {4430--4438}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/493}, url = {https://doi.org/10.24963/ijcai.2026/493}, }