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Department of Statistics, Mathematics, and Insurance, Faculty of Commerce

机译:统计系,数学和保险,商业​​能力

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The paper deals with a discrete-time consumption investment problem with an infinite horizon. This problem is formulatedas a Markov decision process with an expected total discounted utility as an objective function. This paper aims to presentsa procedure to approximate the solution via machine learning, specifically, a Q-learning technique. The numerical resultsof the problem are provided.
机译:本文涉及无限地平线的离散时间消费投资问题。此问题是制定Markov决策过程,具有预期的总折扣实用程序作为客观函数。本文旨在通过机器学习,特别是Q学习技术估计解决方案的过程。提供了问题的数值结果。

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