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