Tag
AlloSpatial is an agentic framework that enhances spatial reasoning in foundation models by converting egocentric observations into structured allocentric representations, using cognitive mapping and tool-use reasoning. It improves performance by 5-18% on benchmarks and outperforms larger models through cold-start reinforcement learning.