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Qi-Jie Shen

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#machine learning Preprint Sep 2026

PsyBer-Agent: A Psychology-Driven User Agent for Recommender Systems

Evaluating recommender systems before deployment requires simulators that remain realistic over long, closed-loop interaction cycles. Current LLM-based agents generally function as surface imitators that generate realistic short-term responses but fail to capture the underlying user dynamics such as fatigue, affect, an...

Chong Zhang, Qi-Jie Shen, Hai-Chao Zhang et al. · 0 citations

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