@article{advancementsandchallengesincontinual, title = {Advancements and Challenges in Continual Reinforcement Learning: A Comprehensive Review}, author = {Amara Zuffer and Michael Burke and Mehrtash Harandi}, year = {2025}, eprint = {2506.21899}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.21899v1}, }