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  1. 1. Reinforcement learning for planning of a simulatedproduction line

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Hugo Werner; Gustaf Ehn; [2018]
    Nyckelord :Reinforcement learning; Machine learning; artificial neural networks; production planning; Technology and Engineering;

    Sammanfattning : Deep reinforcement learning has been shown to be able to solve tasks without prior knowledge of thedynamics of the problems. In this thesis the applicability of reinforcement learning on the problem ofproduction planing is evaluated. Experiments are performed in order to reveal strengths and weak-nesses of the theory currently available. LÄS MER