@article{ambientdiffusionpolicyimitationlearningf, title = {Ambient Diffusion Policy: Imitation Learning from Suboptimal Data in Robotics}, author = {Adam Wei and Nicholas Pfaff and Thomas Cohn and Arif Kerem Dayı and Constantinos Daskalakis and Giannis Daras and Russ Tedrake}, year = {2026}, eprint = {2606.12365}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.12365}, }