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We apply Multi-Agent Deep Reinforcement Learning (MADRL) to inventory management problems with multiple echelons and … constructed by single-agent deep reinforcement learning and other heuristic policies. Also, the application of HAPPO results in a … less significant bullwhip effect than policies constructed by single-agent deep reinforcement learning where information is …
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Additive manufacturing (AM), or nonstandard 3D printing, disseminates in more and more production processes. This changes not only the production processes, e.g. subtractive production technologies are replaced, but will in all likelihood impact the configuration of supply networks. Due to a...
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Motivated by the increasing global interest in reducing food waste, we address the problem of redesigning a multi-echelon supply chain network for the collection of donated food products and their distribution to non-profit organisations that provide food assistance to the needy population. For...
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