@inproceedings{beyondblackboxadvicelearningaugmented, title = {Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions}, year = {2023}, booktitle = {NeurIPS 2023 11}, eprint = {2307.10524}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2307.10524v2}, }