CPC H04L 41/16 (2013.01) [H04L 41/044 (2013.01)] | 20 Claims |
1. A network operator device performing as a source for policies related to radio resource management, RRM, in a radio access network, RAN, the network operator device comprising:
a communication interface configured to intermediate data exchange with a target learner in the RAN; and
a data processing unit connected to the communication interface and configured to prepare and supply a source policy, SP, for an RRM-related task, via the communication interface to the target learner, wherein the target learner is enabled to provide a production policy, PP, to an actor that determines an RRM-related action for accomplishing the RRM-related task, and wherein:
the SP is prepared based on knowledge related to a first cell having a first cell type, and the target learner is enabled to provide the PP related to a second cell having a second cell type;
the SP is prepared using data from multiple cells, and the target learner is enabled to provide the PP from a specific cell;
the SP is prepared using simulated data, and the target learner is enabled to provide the PP which is configured to use real network data;
the SP is prepared using a high volume of correlated low-cost sources of data, and the target learner is enabled to provide the PP configured to use a lower volume of data, which is more precise and expensive than the high volume of correlated low-cost sources of data;
the SP is prepared using offline available data, and the target learner is enabled to provide the PP configured to use online network data; and/or
the SP is prepared using 4G data or for a 4G feature, and the target learner is enabled to provided the PP configured for a 5G feature.
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