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Xia-Nan Zhang

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Open access Aug 2026

A Hybrid Intelligence Framework for Personalized Career Guidance via LLMs and Reinforcement Learning

Employment guidance for college students often lacks personalization and real-time adaptability in dynamic labor markets. This study presents a hybrid computational intelligence framework that integrates large language models with deep reinforcement learning to support personalized career decision-making. The authors d...

Geng Li, Xia-Nan Zhang, Yan Zhou · 0 citations

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