Browsing TKD - Institutt for informasjonsteknologi by Subject "Learning Automata"
Now showing items 1-6 of 6
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Data fusion without knowledge of the ground truth using Tseltin-like Automata
(Chapter; Peer reviewed; Chapter, 2016)The fusioning of data from unreliable sensors has received much research attention. The main stream of research assesses the reliability of a sensor by comparing its readings to the ground ... -
Dynamic Ordering of Firewall Rules Using a Novel Swapping Window-based Paradigm
(Peer reviewed; Chapter, 2016)Designing and implementing efficient firewall strategies in the age of the Internet of Things (IoT) is far from trivial. This is because, as time proceeds, an increasing number of devices will be connected, accessed and ... -
The Hierarchical Continuous Pursuit Learning Automation for Large Numbers of Actions
(Chapter; Peer reviewed, 2018-05-22)Although the field of Learning Automata (LA) has made significant progress in the last four decades, the LA-based methods to tackle problems involving environments with a large number of actions are, in reality, relatively ... -
A novel technique for stochastic root-finding: Enhancing the search with adaptive d-ary search
(Information Sciences;Volume 393, Journal article; Peer reviewed, 2017-07)The most fundamental problem encountered in the field of stochastic optimization, is the Stochastic Root Finding (SRF) problem where the task is to locate an unknown point x∗ for which g(x∗) = 0 for a given function g ... -
On Distinguishing between Reliable and Unreliable Sensors Without a Knowledge of the Ground Truth
(Peer reviewed; Chapter, 2015)In many applications, data from different sensors are aggregated in order to obtain more reliable information about the process that the sensors are monitoring. However, the quality of the aggregated ... -
Solving Stochastic Root-Finding with adaptive d-ary search
(Peer reviewed; Journal article, 2015)The most fundamental problem encountered in the field of stochastic optimization, is the Stochastic Root Finding (SRF) problem where the task is to locate an unknown point x for which g ( x )=0 for a given ...