@article{statisticalguaranteesforlifelong, title = {Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory}, author = {Zhi Zhang and Chris Chow and Yasi Zhang and Yanchao Sun and Haochen Zhang and Eric Hanchen Jiang and Han Liu and Furong Huang and Yuchen Cui and Oscar Hernan Madrid Padilla}, year = {2024}, eprint = {2411.00401}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2411.00401v2}, }