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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 organization, while outcome-based reinforcemen…

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  1. 2026-10-16 04:00 · arXiv cs.AI
    EvolvingBrain: An Adaptive Skill System for Multi-modal Agents Self-Evolution in Open Worlds

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