@article{evaluatinginteractivereasoninginlargelan, title = {Evaluating Interactive Reasoning in Large Language Models: A Hierarchical Benchmark with Executable Games}, author = {Mingyuan Fan and Weiguang Han and Daixin Wang and Cen Chen and Zhiqiang Zhang and Jun Zhou}, year = {2026}, eprint = {2606.00103}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.00103}, }