Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement

Xinmeng Hou, Peiliang Gong, Bohao Qu +3

While Large Language Models (LLMs) enable complex autonomous behavior, current agents remain constrained by static, human-designed prompts that limit adaptability. Existing self-im…