@article{reinforcementlearningfordynamicresource1, title = {Reinforcement Learning for Dynamic Resource Allocation in Optical Networks: Hype or Hope?}, author = {Michael Doherty and Robin Matzner and Rasoul Sadeghi and Polina Bayvel and Alejandra Beghelli}, year = {2025}, eprint = {2502.12804}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.12804v2}, }