@article{qlearningwithshiftawareupperconfidencebo, title = {Q-Learning with Shift-Aware Upper Confidence Bound in Non-Stationary Reinforcement Learning}, author = {Ha Manh Bui and Felix Parker and Kimia Ghobadi and Anqi Liu}, year = {2025}, eprint = {2510.03181}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.03181}, }