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Jun, 2023
一项多功能的多智能体强化学习库存管理基准测试
A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management
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Xianliang Yang, Zhihao Liu, Wei Jiang, Chuheng Zhang, Li Zhao...
TL;DR
本文介绍了一个名为MABIM的多代理数据集。作者使用该数据集对一些方法在多商品多层次库存管理问题的性能进行了评估，并探讨了多益智智能算法在实际行业中的应用。
Abstract
multi-agent reinforcement learning
(
marl
) models multiple agents that interact and learn within a shared environment. This paradigm is applicable to various industrial scenarios such as autonomous driving, quanti
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