@article{aipolearningtoreasonfromactiveinteractio, title = {AIPO: Learning to Reason from Active Interaction}, author = {Junnan Liu and Linhao Luo and Thuy-Trang Vu and Gholamreza Haffari}, year = {2026}, eprint = {2605.08401}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.08401}, }