@article{robustexplorationindirectedcontrollersyn, title = {Robust Exploration in Directed Controller Synthesis via Reinforcement Learning with Soft Mixture-of-Experts}, author = {Toshihide Ubukata and Zhiyao Wang and Enhong Mu and Jialong Li and Kenji Tei}, year = {2026}, eprint = {2602.19244}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.19244}, }