@article{globaloptimalityforconstrainedexploratio, title = {Global Optimality for Constrained Exploration via Penalty Regularization}, author = {Florian Wolf and Ilyas Fatkhullin and Niao He}, year = {2026}, eprint = {2604.28144}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.28144}, }