@article{scalableconstrainedmultiagentreinforceme, title = {Scalable Constrained Multi-Agent Reinforcement Learning via State Augmentation and Consensus for Separable Dynamics}, author = {Santiago Amaya-Corredor and Miguel Calvo-Fullana and Anders Jonsson}, year = {2026}, eprint = {2605.30461}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.30461}, }