@article{emergentneuralautomatonpolicieslearnings, title = {Emergent Neural Automaton Policies: Learning Symbolic Structure from Visuomotor Trajectories}, author = {Yiyuan Pan and Xusheng Luo and Hanjiang Hu and Peiqi Yu and Changliu Liu}, year = {2026}, eprint = {2603.25903}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.25903}, }