The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
We propose a hierarchical architecture composed of a modular network SOM (mnSOM) layer and a modular reinforcement learning (mRL) layer. The mnSOM layer models characteristics of a target system, and the mRL layer provides control signals to the target system. Given a set of inputs and outputs from the target system, a winner module which minimizes the mean square output error is determined in the...