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05/31/2021
Policies for the Dynamic Traveling Maintainer Problem with Alerts
Companies require modern capital assets such as wind turbines, trains an...
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01/11/2021
Reinforcement Learning under Model Risk for Biomanufacturing Fermentation Control
In the biopharmaceutical manufacturing, fermentation process plays a cri...
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04/21/2020
Algorithms for slate bandits with non-separable reward functions
In this paper, we study a slate bandit problem where the function that d...
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04/03/2020
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning
Recent works using deep learning to solve the Traveling Salesman Problem...
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07/17/2019