no code implementations • 17 Jul 2023 • Stavros Orfanoudakis, Georgios Chalkiadakis
The increasing number of Distributed Energy Resources (DERs) in the emerging Smart Grid, has created an imminent need for intelligent multiagent frameworks able to utilize these assets efficiently.
1 code implementation • SETN 2022 • Andreas Kallinteris, Stavros Orfanoudakis, Georgios Chalkiadakis
In this work, we explore if the performance impact of agent factorization is different when using different learning algorithms in multiagent coordination set- tings.
no code implementations • 18 Feb 2021 • Ryan Beal, Georgios Chalkiadakis, Timothy J. Norman, Sarvapali D. Ramchurn
In this paper, we present a novel approach for optimising long-term tactical and strategic decision-making in football (soccer) by encapsulating events in a league environment across a given time frame.
no code implementations • LREC 2020 • Michail Mersinias, Stergos Afantenos, Georgios Chalkiadakis
In addition, we demonstrate that a novel hybrid method that utilizes both a clfd-boosted logistic regression classifier and a deep learning one, clearly outperforms deep learning methods even in large datasets.
no code implementations • 23 Mar 2020 • Ryan Beal, Georgios Chalkiadakis, Timothy J. Norman, Sarvapali D. Ramchurn
In this paper we present a novel approach to optimise tactical and strategic decision making in football (soccer).