@inproceedings{kim2026serf, author = {Sunghwan Kim and Byeonghyun Pak and Kehan Long and Yulun Tian and Nikolay Atanasov}, title = {{SERF: Spatiotemporal Environment and Robot Feature Map for Long-Horizon Mobile Manipulation}}, booktitle = {Conference on Robot Learning (CoRL)}, year = {2026}, url = {https://arxiv.org/abs/2606.12956} }