Varieties of learning automata: an overview

MAL Thathachar, PS Sastry - IEEE Transactions on Systems …, 2002 - ieeexplore.ieee.org
Automata models of learning systems introduced in the 1960s were popularized as learning
automata (LA) in a survey paper by Narendra and Thathachar (1974). Since then, there …

Optical switching: switch fabrics, techniques, and architectures

GI Papadimitriou, C Papazoglou… - Journal of lightwave …, 2003 - opg.optica.org
The switching speeds of electronics cannot keep up with the transmission capacity offered
by optics. All-optical switch fabrics play a central role in the effort to migrate the switching …

LACAS: Learning automata-based congestion avoidance scheme for healthcare wireless sensor networks

S Misra, V Tiwari, MS Obaidat - IEEE Journal on Selected Areas …, 2009 - ieeexplore.ieee.org
One of the major challenges in wireless sensor network (WSN) research is to curb down
congestion in the network's traffic, without compromising with the energy of the sensor …

Generalized pursuit learning schemes: New families of continuous and discretized learning automata

M Agache, BJ Oommen - IEEE Transactions on Systems, Man …, 2002 - ieeexplore.ieee.org
The fastest learning automata (LA) algorithms currently available fall in the family of
estimator algorithms introduced by Thathachar and Sastry (1986). The pioneering work of …

[PDF][PDF] Guest editorial learning automata: theory, paradigms, and applications

MS Obaidat, GI Papadimitriou… - IEEE Transactions on …, 2002 - caclab.csd.auth.gr
LEARNING automata [1] have attracted a considerable in-terest in the last three decades.
They are adaptive decision making devices that operate in unknown stochastic …

Modeling a Student's Behavior in a Tutorial-Like System Using Learning Automata

BJ Oommen, MK Hashem - IEEE Transactions on Systems …, 2009 - ieeexplore.ieee.org
This paper presents a new philosophy to model the behavior of a student in a tutorial-like
system using learning automata (LAs). The model of the student in our system is inferred …

A learning automata-based fault-tolerant routing algorithm for mobile ad hoc networks

S Misra, PV Krishna, A Bhiwal, AS Chawla… - The Journal of …, 2012 - Springer
Reliable routing of packets in a Mobile Ad Hoc Network (MANET) has always been a major
concern. The open medium and the susceptibility of the nodes of being fault-prone make the …

Learning-automata-based TDMA protocols for broadcast communication systems with bursty traffic

GI Papadimitriou, AS Pomportsis - IEEE Communications …, 2000 - ieeexplore.ieee.org
A learning automata-based time-division multiple-access protocol for broadcast networks,
which is capable of operating efficiently under bursty traffic conditions, is introduced …

Learning automata-based polling protocols for wireless LANs

P Nicopolitidis, GI Papadimitriou… - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
A learning automata-based polling (LEAP) protocol for wireless LANs, capable of operating
efficiently under bursty traffic conditions, is introduced. We consider an infrastructure …

[HTML][HTML] An adaptive learning routing protocol for the prevention of distributed denial of service attacks in wireless mesh networks

S Misra, PV Krishna, KI Abraham, N Sasikumar… - … & Mathematics with …, 2010 - Elsevier
Wireless Mesh Networks (WMNs) have potentially unlimited applications in the future.
Therefore, establishing a viable and secure wireless network routing protocol for these …