@article{memoryasplansworldactionmodelingwithmemo, title = {Memory as Plans: World-Action Modeling with Memory-Grounded Planning}, author = {Sizhe Zhao and Haozhe Xie and Weiyu Zhao and Chenchu Zhang and Huan Wang and Chenyang Wang and Qinglin Liu and Shengping Zhang}, year = {2026}, eprint = {2609.11561}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2609.11561}, }