@article{explorewithlongtermmemoryabenchmarkandmu, title = {Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration}, author = {Sen Wang and Bangwei Liu and Zhenkun Gao and Lizhuang Ma and Xuhong Wang and Yuan Xie and Xin Tan}, year = {2026}, eprint = {2601.10744}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.10744}, }