@article{efficientrestartsinnonstationarymodelfre, title = {Efficient Restarts in Non-Stationary Model-Free Reinforcement Learning}, author = {Hiroshi Nonaka and Simon Ambrozak and Sofia R. Miskala-Dinc and Amedeo Ercole and Aviva Prins}, year = {2025}, eprint = {2510.11933}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.11933}, }