A study on the application of machine learning algorithms in stochastic optimal control

By observing a similarity between the goal of stochastic optimal control to minimize an expected cost functional and the aim of machine learning to minimize an expected loss function, a method of applying machine learning algorithm to approximate the optimal control function is established and imple...

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Bibliographic Details
Main Author: Huang, Xin
Format: Others
Language:English
Published: KTH, Matematisk statistik 2019
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-252541