S. (Stavros) Orfanoudakis MSc
S. (Stavros) Orfanoudakis MSc
Profile
Expertise
- Machine Learning
- Artificial Intelligence for the Smart Grid
- Multi-agent Systems
- Computer Vision
Biography
Stavros Orfanoudakis is a Ph.D. researcher in the Intelligent Electrical Power Grids (IEPG) group at TU Delft, where he has been working since April 2023. Stavros earned his Diploma and M.Sc. in Electrical and Computer Engineering from the Technical University of Crete in Greece. There, he gained substantial research experience in applying Artificial Intelligence techniques in the Smart Grid. For his Diploma thesis, he developed an autonomous power-trading agent that achieved first place in the international PowerTAC-2020 competition; while during his master's, he proposed an aggregation-enabling framework that could help integrate distributed energy resources into the Smart Grid. Stavros's research interests currently focus on innovative and scalable Machine Learning algorithms to optimize the charging schedule of Electric Vehicles (EVs) at a city-wide level as a part of his Ph.D. and the DRIVE2X project.
Expertise
Publications
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2023
A Novel Aggregation Framework for the Efficient Integration of Distributed Energy Resources in the Smart Grid
Stavros Orfanoudakis / Georgios Chalkiadakis
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2023-1
Novel Meta-Learning Techniques for the Multiclass Image Classification Problem
Antonios Vogiatzis / Stavros Orfanoudakis / Georgios Chalkiadakis / Konstantia Moirogiorgou / Michalis Zervakis
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2022
Intelligent robotic system for urban waste recycling
Konstantia Moirogiorgou / Freiderikos Raptopoulos / George Livanos / Stavros Orfanoudakis / Maria Papadogiorgaki / Michalis Zervakis / Michail Maniadakis
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2022-9-7
The Performance Impact of Combining Agent Factorization with Different Learning Algorithms for Multiagent Coordination
Andreas Kallinteris / Stavros Orfanoudakis / Georgios Chalkiadakis
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2021
Aiming for Half Gets You to the Top
Winning PowerTAC 2020
Stavros Orfanoudakis / Stefanos Kontos / Charilaos Akasiadis / Georgios Chalkiadakis -
Ancillary activities
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2023-04-01 - 2025-03-31
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2023-04-01 - 2025-03-31