@article{universaldecisionlearners, title = {Universal Decision Learners}, author = {Sridhar Mahadevan}, year = {2026}, eprint = {2605.30694}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.30694}, }