@article{learningwhentoactcommunicationefficientr, title = {Learning When to Act: Communication-Efficient Reinforcement Learning via Run-Time Assurance}, author = {Adam Haroon and Erick J. Rodríguez-Seda and Cody Fleming and Tristan Schuler}, year = {2026}, eprint = {2605.12561}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.12561}, }