@article{mataatrainablehierarchicalautomatonsyste, title = {MATA: A Trainable Hierarchical Automaton System for Multi-Agent Visual Reasoning}, author = {Zhixi Cai and Fucai Ke and Kevin Leo and Sukai Huang and Maria Garcia de la Banda and Peter J. Stuckey and Hamid Rezatofighi}, year = {2026}, eprint = {2601.19204}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.19204}, }