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arXiv — cs.AI

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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…

arXiv — cs.AIBy: Runxuan Liu, Jingqi Shi, Baoxin Wang, Honghong Zhao, Haoyuan Xu, Yueqing Sun, Jiafeng Liang, Tao He, Dayong Wu, Qi Gu, Shijin Wang, Ming Liu, Bing QinOctober 16, 2026 (4 days ago)
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  • 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…
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EvolvingBrain: An Adaptive Skill System for Multi-modal Agents Self-Evolution in Open Worlds

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