EvolvingBrain: An Adaptive Skill System for Multi-modal Agents Self-Evolution in Open Worlds.

arXiv:2610.20786v1 Announce Type: new Abstract: Multi-modal agents have made significant progress in interacting with open worlds. However, their ability to self-evolve remains limited. Supervised fine-tuning enables imitation but not active experience organiz