@article{towardtaskcapableactivematterlearningto, title = {Toward Task Capable Active Matter: Learning to Avoid Clogging in Confined Collectives via Collisions}, author = {Kehinde O. Aina and Ram Avinery and Hui-Shun Kuan and Meredith D. Betterton and Michael A. D. Goodisman and Daniel I. Goldman}, year = {2025}, eprint = {2505.15033}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.15033v1}, }