During my PhD project I will work on complexity reduction for optimal control problems. Especially the reduction due to machine learning algorithm or adaptive algorithm will be investigated. Another goal of my thesis is finding guarantees on the quantity of uncertainties in control and to ensure robust control, when using complexity reduction methods.