@misc{deng2025simura, title={SimuRA: Towards General Goal-Oriented Agent via Simulative Reasoning Architecture with LLM-Based World Model}, author={Mingkai Deng and Jinyu Hou and Yilin Shen and Hongxia Jin and Graham Neubig and Zhiting Hu and Eric Xing}, year={2025}, eprint={2507.23773}, archivePrefix={arXiv}, primaryClass={cs.AI}, url={https://arxiv.org/abs/2507.23773} }