Stavros Orfanoudakis

18 papers A 1C 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Flow Matching Policy with Entropy Regularization.
CoRR
Ting Gao, Stavros Orfanoudakis, Nan Lin, Elvin Isufi, Winnie Daamen, Serge P. Hoogendoorn
2026 J jnl
Topology-Aware Graph Reinforcement Learning for Energy Storage Systems Optimal Dispatch in Distribution Networks.
CoRR
Shuyi Gao, Stavros Orfanoudakis, Shengren Hou, Peter Palensky, Pedro P. Vergara
2025 J jnl
EV2Gym: A Flexible V2G Simulator for EV Smart Charging Research and Benchmarking.
IEEE Trans. Intell. Transp. Syst.
Stavros Orfanoudakis, Cesar Diaz-Londono, Yunus Emre Yilmaz, Peter Palensky, Pedro P. Vergara
2025 J jnl
GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments.
CoRR
Stavros Orfanoudakis, Nanda Kishor Panda, Peter Palensky, Pedro P. Vergara
2025 J jnl
Optimizing Electric Vehicles Charging using Large Language Models and Graph Neural Networks.
CoRR
Stavros Orfanoudakis, Peter Palensky, Pedro P. Vergara
2025 J jnl
Physics-Informed Reinforcement Learning for Large-Scale EV Smart Charging Considering Distribution Network Voltage Constraints.
CoRR
Stavros Orfanoudakis, Frans A. Oliehoek, Peter Palensky, Pedro P. Vergara
2024 J jnl
A Simulation Tool for V2G Enabled Demand Response Based on Model Predictive Control.
CoRR
Cesar Diaz-Londono, Stavros Orfanoudakis, Pedro P. Vergara, Peter Palensky, Fredy Ruiz, Giambattista Gruosso
2024 J jnl
A comprehensive analysis of agent factorization and learning algorithms in multiagent systems.
Auton. Agents Multi Agent Syst.
Andreas Kallinteris, Stavros Orfanoudakis, Georgios Chalkiadakis
2024 J jnl
Adaptive Informed Deep Neural Networks for Power Flow Analysis.
CoRR
Zeynab Kaseb, Stavros Orfanoudakis, Pedro P. Vergara, Peter Palensky
2024 J jnl
EV2Gym: A Flexible V2G Simulator for EV Smart Charging Research and Benchmarking.
CoRR
Stavros Orfanoudakis, Cesar Diaz-Londono, Yunus Emre Yilmaz, Peter Palensky, Pedro P. Vergara
2024 — conf
Reinforcement Learning for Optimized EV Charging Through Power Setpoint Tracking.
ISGT EUROPE
Yunus Emre Yilmaz, Stavros Orfanoudakis, Pedro P. Vergara
2023 A conf
A Novel Aggregation Framework for the Efficient Integration of Distributed Energy Resources in the Smart Grid.
AAMAS
Stavros Orfanoudakis, Georgios Chalkiadakis
2023 J jnl
A Novel Multiagent Flexibility Aggregation Framework.
CoRR
Stavros Orfanoudakis, Georgios Chalkiadakis
2023 J jnl
Novel Meta-Learning Techniques for the Multiclass Image Classification Problem.
Sensors
Antonios Vogiatzis, Stavros Orfanoudakis, Georgios Chalkiadakis, Konstantia Moirogiorgou, Michalis E. Zervakis
2023 J jnl
PowerFlowNet: Leveraging Message Passing GNNs for Improved Power Flow Approximation.
CoRR
Nan Lin, Stavros Orfanoudakis, Nathan Ordonez Cardenas, Juan S. Giraldo, Pedro P. Vergara
2022 — conf
Intelligent robotic system for urban waste recycling.
IST
Konstantia Moirogiorgou, Freiderikos Raptopoulos, George Livanos, Stavros Orfanoudakis, Maria Papadogiorgaki, Michalis E. Zervakis, Michail Maniadakis
2022 — conf
The Performance Impact of Combining Agent Factorization with Different Learning Algorithms for Multiagent Coordination.
SETN
Andreas Kallinteris, Stavros Orfanoudakis, Georgios Chalkiadakis
2021 C conf
Aiming for Half Gets You to the Top: Winning PowerTAC 2020.
EUMAS
Stavros Orfanoudakis, Stefanos Kontos, Charilaos Akasiadis, Georgios Chalkiadakis