@article{interactiongroundedlearningforcontextual, title = {Interaction-Grounded Learning for Contextual Markov Decision Processes with Personalized Feedback}, author = {Mengxiao Zhang and Yuheng Zhang and Haipeng Luo and Paul Mineiro}, year = {2026}, eprint = {2602.08307}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.08307}, }