Stavros Orfanoudakis

According to our database, Stavros Orfanoudakis authored at least 22 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Community-to-Vehicle: Integrating Electric Vehicles into Energy Communities - A Swiss Case Study.

Na Li, Dong Liu, Stavros Orfanoudakis, Özge Okur, Nanda Kishor Panda, Pedro P. Vergara, Binod Prasad Koirala

CoRR, May, 2026

SAVGO: Learning State-Action Value Geometry with Cosine Similarity for Continuous Control.

Stavros Orfanoudakis, Pedro P. Vergara

CoRR, May, 2026

Learning to Route Electric Trucks Under Operational Uncertainty.

Stavros Orfanoudakis, Ziyan Li, Ruixiao Yang, Nikolay Aristov, Pedro P. Vergara, Chuchu Fan, Elenna R. Dugundji

CoRR, April, 2026

Topology-Aware Graph Reinforcement Learning for Energy Storage Systems Optimal Dispatch in Distribution Networks.

Shuyi Gao, Stavros Orfanoudakis, Shengren Hou, Peter Palensky, Pedro P. Vergara

CoRR, March, 2026

Flow Matching Policy with Entropy Regularization.

Ting Gao, Stavros Orfanoudakis, Nan Lin, Elvin Isufi, Winnie Daamen, Serge P. Hoogendoorn

CoRR, March, 2026

2025

Physics-Informed Reinforcement Learning for Large-Scale EV Smart Charging Considering Distribution Network Voltage Constraints.

Stavros Orfanoudakis, Frans A. Oliehoek, Peter Palensky, Pedro P. Vergara

CoRR, October, 2025

EV2Gym: A Flexible V2G Simulator for EV Smart Charging Research and Benchmarking.

Stavros Orfanoudakis, Cesar Diaz-Londono, Yunus Emre Yilmaz, Peter Palensky, Pedro P. Vergara

IEEE Trans. Intell. Transp. Syst., February, 2025

Optimizing Electric Vehicles Charging using Large Language Models and Graph Neural Networks.

Stavros Orfanoudakis, Peter Palensky, Pedro P. Vergara

CoRR, February, 2025

GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments.

Stavros Orfanoudakis, Nanda Kishor Panda, Peter Palensky, Pedro P. Vergara

CoRR, February, 2025

Can A.I. Revolutionize EV Dispatch?

Stavros Orfanoudakis, Bob Elders, Peter Palensky, Pedro P. Vergara

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Safe Reinforcement Learning for V2G-Enabled Electric Vehicle Aggregators.

Ruben Eland, Stavros Orfanoudakis, Pedro P. Vergara

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

A comprehensive analysis of agent factorization and learning algorithms in multiagent systems.

Andreas Kallinteris, Stavros Orfanoudakis, Georgios Chalkiadakis

Auton. Agents Multi Agent Syst., December, 2024

Adaptive Informed Deep Neural Networks for Power Flow Analysis.

Zeynab Kaseb, Stavros Orfanoudakis, Pedro P. Vergara, Peter Palensky

CoRR, 2024

A Simulation Tool for V2G Enabled Demand Response Based on Model Predictive Control.

Cesar Diaz-Londono, Stavros Orfanoudakis, Pedro P. Vergara, Peter Palensky, Fredy Ruiz, Giambattista Gruosso

CoRR, 2024

Reinforcement Learning for Optimized EV Charging Through Power Setpoint Tracking.

Yunus Emre Yilmaz, Stavros Orfanoudakis, Pedro P. Vergara

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2024

2023

Novel Meta-Learning Techniques for the Multiclass Image Classification Problem.

Antonios Vogiatzis, Stavros Orfanoudakis, Georgios Chalkiadakis, Konstantia Moirogiorgou, Michalis E. Zervakis

Sensors, 2023

PowerFlowNet: Leveraging Message Passing GNNs for Improved Power Flow Approximation.

Nan Lin, Stavros Orfanoudakis, Nathan Ordonez Cardenas, Juan S. Giraldo, Pedro P. Vergara

CoRR, 2023

A Novel Multiagent Flexibility Aggregation Framework.

Stavros Orfanoudakis, Georgios Chalkiadakis

CoRR, 2023

A Novel Aggregation Framework for the Efficient Integration of Distributed Energy Resources in the Smart Grid.

Stavros Orfanoudakis, Georgios Chalkiadakis

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

The Performance Impact of Combining Agent Factorization with Different Learning Algorithms for Multiagent Coordination.

Andreas Kallinteris, Stavros Orfanoudakis, Georgios Chalkiadakis

Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

Intelligent robotic system for urban waste recycling.

Konstantia Moirogiorgou, Freiderikos Raptopoulos, George Livanos, Stavros Orfanoudakis, Maria Papadogiorgaki, Michalis E. Zervakis, Michail Maniadakis

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

2021

Aiming for Half Gets You to the Top: Winning PowerTAC 2020.

Stavros Orfanoudakis, Stefanos Kontos, Charilaos Akasiadis, Georgios Chalkiadakis

Proceedings of the Multi-Agent Systems - 18th European Conference, 2021