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Bing Qin
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- 16 OctEvolvingBrain: adaptive skill system for multi-modal agents on open worlds
Researchers propose EvolvingBrain, an adaptive skill system that enables multi-modal agents to self-evolve by extracting and organizing experience into multi-granularity skills. The system combines Stratified Skill Self-Evolution and State-Aware Adaptive Execution and improves success rates on VAB-Minecraft and DiscoveryWorld according to arXiv experiments.
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