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该论文提出一个将强化学习代理集成到 FlexSim 数字孪生环境中的框架,用于仓库产品动态上架优化,实验显示拣选时间减少 29.66%、吞吐量提升 35.42%、搬运距离下降 18.54%。
This paper presents CASOP, a framework for context-aware synthesis and evaluation of optimization pipelines for warehouse order fulfillment, enabling automatic construction of valid algorithmic pipelines from a modular repository.