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Xiaocheng Song

1 paper indexed

crossrefAdvances in Transdisciplinary Engineering2026-06-19

Reinforcement Learning–Based Adaptive Interaction Product Design for Children’s Digital Health Intelligent Toys

Junfeng Zhu, Manjia Gao, Xiaocheng Song

Adaptive interaction design plays a critical role in improving user experience and health outcomes in children’s digital health intelligent toys. However, most existing toy interaction mechanisms rely on predefined rules or static strategies, which are insufficient to accommodate…

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