@article{physvlmavractivevisualreasoningformultim, title = {PhysVLM-AVR: Active Visual Reasoning for Multimodal Large Language Models in Physical Environments}, author = {Weijie Zhou and Xuantang Xiong and Yi Peng and Manli Tao and Chaoyang Zhao and Honghui Dong and Ming Tang and Jinqiao Wang}, year = {2025}, eprint = {2510.21111}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.21111}, }