What are the promising research directions in current optimal control theories?

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Miroslav Karny

I would like to turn your attention to so called fully probabilistic control (FPD, also published with terminology of dynamic decision making), which provably extends and unifies stochastic control based on Bayesian methodology and includes popular KL control as its special case.

Mohamed-Mourad Lafifi

Dear Liming Yuan,

I think that the promising research directions in optimal control is in intelligent optimization advanced control.

Please see the following links.

A Feedback Optimal Control Algorithm with Optimal ... - MDPI

www.mdpi.com/2227-9717/5/1/10/pdf

Towards Optimal Power Management of Hybrid Electric ... - MDPI

https://www.mdpi.com/1996-1073/11/3/476/pdf

Best regards