Hou, J., Xiao, Y., Xue, X., & Zeng, T. (2026). LOG-Nav: Efficient Layout-Aware Object-Goal Navigation with Hierarchical Planning. Proceedings of the AAAI Conference on Artificial Intelligence, 40(22), 18297–18305. https://doi.org/10.1609/aaai.v40i22.38893