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Huawei Noah's Ark Lab
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LLM agents can now learn complex multi-turn tasks with critic-free RL by dynamically shaping advantages based on an evolving "Agentic Reference Graph."
Forget hand-coded strategies: HiSME learns how to evolve skills on the fly, leading to better agent performance and continual learning.
