Browsing Scientific Publications in Information and Communication Technology by Journals "Applied Intelligence"
Now showing items 1-6 of 6
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A formal proof of the ε-optimality of absorbing continuous pursuit algorithms using the theory of regular functions
(Journal article; Peer reviewed, 2014)The most difficult part in the design and analysis of Learning Automata (LA) consists of the formal proofs of their convergence accuracies. The mathematical techniques used for the different families (Fixed Structure, ... -
Accelerated Bayesian learning for decentralized two-armed bandit based decision making with applications to the Goore Game
(Journal article; Peer reviewed, 2012)The two-armed bandit problem is a classical optimization problem where a decision maker sequentially pulls one of two arms attached to a gambling machine, with each pull resulting in a random reward. The reward distributions ... -
Distributed learning automata-based scheme for classification using novel pursuit scheme
(Journal article; Peer reviewed, 2020) -
Escape planning in realistic fire scenarios with Ant Colony Optimisation
(Journal article; Peer reviewed, 2014)An emergency requiring evacuation is a chaotic event, filled with uncertainties both for the people affected and rescuers. The evacuees are often left to themselves for navigation to the escape area. The chaotic situation ... -
On incorporating the paradigms of discretization and Bayesian estimation to create a new family of pursuit learning automata
(Journal article; Peer reviewed, 2013)There are currently two fundamental paradigms that have been used to enhance the convergence speed of Learning Automata (LA). The first involves the concept of utilizing the estimates of the reward probabilities, while the ... -
Service selection in stochastic environments: a learning-automaton based solution
(Journal article; Peer reviewed, 2011)In this paper, we propose a novel solution to the problem of identifying services of high quality. The reported solutions to this problem have, in one way or the other, resorted to using so-called “Reputation Systems” ...