The field of RL theory is dominated by attempts to arrive at rigorous convergent proofs for their methods. However, several theoretically sound machine learning algorithms cannot be used without alterations in
and does not solve any real problem. The large body of literature on reference filter design addresses optimization of a variety of internal correlator functions, such as light efficiency, but fails to address any optimization in terms of the application of a correlator to a real-world problem....
A data management system or “DMS” provides a wide range of data services to data sources associated with a set of application host servers. The data management system typically comprises one or more regions, with each region having one or more clusters. A given cluster has one or more node...
here a 2 > 0 𝑎2>0 refers to the shape parameter. A scale and location parameter can be introduced in many ways to make (1) a three-parameter distribution. It is worth mentioning that the model in (1) is a member of the Pareto Type I distribution. The corresponding probability densi...
All early implementations of CRDT algorithms were slow and seemed impractical for real-world scenarios [28]. The advent of versatile, fast, and efficient CRDTs [29,30] began with the YATA algorithm [31], which builds upon the concepts of WOOT [23]. In particular, this relates to YATA’s...