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优化机器人移动交货系统,以基于深度强化学习的方法进行订单采购.

Zhenyi Zhu1, Sai Wang2,3, Tuantuan Wang3

  • 1School of Science, Wuhan University of Technology, Wuhan 430070, China.

Sensors (Basel, Switzerland)
|July 27, 2024
PubMed
概括

深度增强学习 (DRL) 增强机器人移动履行系统 (RMFSs) 大规模订单. 这种先进的方法提高了复杂的仓库环境中的效率和稳定性.

关键词:
自动仓储系统自动仓储系统深度强化学习的学习.订单分配和序列化 订单分配和序列化机器人协作调度工作计划机器人移动履行系统货架选择 选择 选择供应链管理 供应链管理

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B.F. Skinner, a prominent figure in behavioral psychology, introduced operant conditioning by emphasizing the role of consequences in shaping behavior. This theory builds upon the law of effect proposed by Edward Thorndike, which posits that behaviors followed by satisfying outcomes are likely to be repeated. In contrast, those followed by unsatisfying outcomes are less likely to recur.
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