Zhang, Xuesong, et al. “Agent Journey Beyond RGB: Hierarchical Semantic-Spatial Representation Enrichment for Vision-and-Language Navigation”. Proceedings of the AAAI Conference on Artificial Intelligence, vol. 40, no. 22, Mar. 2026, pp. 18791-9, doi:10.1609/aaai.v40i22.38948.