Reflect After Failure: Brain-Inspired Self-Evolving Agents for Embodied Spatial Intelligence.

arXiv:2610.20312v1 Announce Type: new Abstract: Vision-Language Models (VLMs) have made substantial progress in spatial reasoning, and self-evolving agents further extend these capabilities to embodied environments by learning from interactions. However, curre