@inproceedings{ijcai2026p718, title = {DEPLOY-RL: Active Boundary Discovery and Conservative Certification for Deployable Reinforcement Learning in Safety-Critical Continuous Processes}, author = {Jang, Yeojin and Baek, Minu and Gil, Gihun and Jung, Minsung and Park, Beomdo and Kwon, Woohyeon and Jang, Hyeonseok and Park, Junseong and Sengar, Neha and Saurez, Andres and Lee, Sangkeum}, 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 = {6454--6461}, year = {2026}, month = {8}, note = {AI4Tech: AI Enabling Technologies}, doi = {10.24963/ijcai.2026/718}, url = {https://doi.org/10.24963/ijcai.2026/718}, }