MapFormer: Self-Supervised Learning of Cognitive Maps with Input-Dependent Positional Embeddings
arXiv:2511.19279v4 Announce Type: replace-cross
Abstract: A cognitive map is an internal model which encodes the abstract relationships among entities in the world, giving humans and animals the flexibility to adapt to new situations, with a strong ou…