@article{overcomingcatastrophicforgettinginvisual, title = {Overcoming Catastrophic Forgetting in Visual Continual Learning with Reinforcement Fine-Tuning}, author = {Meng Lou and Hanzhong Guo and Linwei Chen and Yizhou Yu}, year = {2026}, eprint = {2605.09640}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.09640}, }