Deep Reinforcement Learning and Optimization Approach for Multi-echelon Supply Chain with Uncertain Demands
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-030-59747-4_38
Reference15 articles.
1. Brockman, G., et al.: Openai gym (2016)
2. Chaharsooghi, S.K., Heydari, J., Zegordi, S.H.: A reinforcement learning model for supply chain ordering management: an application to the beer game. Dec. Supp. Syst. 45(4), 949–959 (2008). https://doi.org/10.1016/j.dss.2008.03.007
3. Giannoccaro, I., Pontrandolfo, P.: Inventory management in supply chains: a reinforcement learning approach. Int. J. Prod. Econ. 78(2), 153–161 (2002). https://doi.org/10.1016/S0925-5273(00)00156-0
4. Gijsbrechts, J., Boute, R.N., Van Mieghem, J.A., Zhang, D.: Can deep reinforcement learning improve inventory management? performance on dual sourcing, lost sales and multi-echelon problems (2019). https://doi.org/10.2139/ssrn.3302881
5. Hill, A., et al.: Stable baselines. https://github.com/hill-a/stable-baselines
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