Clearing 2021
People

Eleni Nisioti

Graduate Laboratory Assistant
School of Computer Science and Electronic Engineering (CSEE)
 Eleni Nisioti

Profile

Biography

I graduated from the Electrical and Computer Engineering Department of the Aristotle University of Thessaloniki in 2017, where my major was Electronics and Computers and my diploma thesis' title Automated Data Scientist. I am currently pursuing a PhD in the School of Computer Science and Electronic Engineering in the University of Essex, where my research area comprises communication networks and reinforcement learning. I am currently researching on making communication networks smart and adaptive by exploiting reinforcement learning and embedding it in the network's functionality. Main goals of learning are reducing the energy consumption of a sensor network, finding optimal medium access control strategies and leveraging optimal behaviors to make the problem of online, multiagent optimization of real-life networks tractable.

Research and professional activities

Thesis

Transfer learning for optimal behavior of communication networks

The emerging 5G technology in combination with computational- and data-demanding applications that arise in the Internet of Things scenario create the necessity of intelligent networks, that act proactively and adaptively in order to optimize network performance according to its condition. Reinforcement learning is

Research interests

My academic interests include machine learning, with a focus on reinforcement learning in multiagent systems and transfer learning.

Contact

e.nisioti@essex.ac.uk

Location:

Colchester Campus

Working pattern:

9 a.m.-5 p.m.