@article{cyclevlaproactiveselfcorrectingvisionlan, title = {CycleVLA: Proactive Self-Correcting Vision-Language-Action Models via Subtask Backtracking and Minimum Bayes Risk Decoding}, author = {Chenyang Ma and Guangyu Yang and Kai Lu and Shitong Xu and Bill Byrne and Niki Trigoni and Andrew Markham}, year = {2026}, eprint = {2601.02295}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.02295}, }