@article{constraintawarereinforcementlearningviaa, title = {Constraint-Aware Reinforcement Learning via Adaptive Action Scaling}, author = {Murad Dawood and Usama Ahmed Siddiquie and Shahram Khorshidi and Maren Bennewitz}, year = {2025}, eprint = {2510.11491}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.11491}, }