@article{cdptowardsrobustautoregressivevisuomotor, title = {CDP: Towards Robust Autoregressive Visuomotor Policy Learning via Causal Diffusion}, author = {Jiahua Ma and Yiran Qin and Yixiong Li and Xuanqi Liao and Yulan Guo and Ruimao Zhang}, year = {2025}, eprint = {2506.14769}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.14769v1}, }