@misc{orfanoudakis2026learningrouteelectrictrucks,
  title = {Learning to Route Electric Trucks Under Operational Uncertainty},
  author = {Orfanoudakis, Stavros and Li, Ziyan and Yang, Ruixiao and Aristov, Nikolay and Vergara, Pedro P. and Fan, Chuchu and Dugundji, Elenna},
  year = {2026},
  eprint = {2604.26566},
  archivePrefix = {arXiv},
  primaryClass = {eess.SY},
  url = {https://arxiv.org/abs/2604.26566}
}

@misc{gao2026topologyaware,
  title = {Topology-Aware Graph Reinforcement Learning for Energy Storage Systems Optimal Dispatch in Distribution Networks},
  author = {Gao, Shuyi and Orfanoudakis, Stavros and Hou, Shengren and Palensky, Peter and Vergara, Pedro P.},
  year = {2026},
  eprint = {2603.26264},
  archivePrefix = {arXiv}
}

@misc{gao2026flowmatching,
  title = {Flow Matching Policy with Entropy Regularization},
  author = {Gao, Ting and Orfanoudakis, Stavros and Lin, Nan and Isufi, Elvin and Daamen, Winnie and Hoogendoorn, Serge P.},
  year = {2026},
  eprint = {2603.17685},
  archivePrefix = {arXiv}
}

@misc{orfanoudakis2026savgo,
  title = {SAVGO: Learning State-Action Value Geometry with Cosine Similarity for Continuous Control},
  author = {Orfanoudakis, Stavros and Vergara, Pedro P.},
  year = {2026},
  eprint = {2605.00787},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.00787}
}

@misc{orfanoudakis2025pirl,
  title = {Physics-Informed Reinforcement Learning for Large-Scale EV Smart Charging Considering Distribution Network Voltage Constraints},
  author = {Orfanoudakis, Stavros and Oliehoek, Frans A. and Palensky, Peter and Vergara, Pedro P.},
  year = {2025},
  eprint = {2510.12335},
  archivePrefix = {arXiv}
}

@misc{orfanoudakis2025llmev,
  title = {Optimizing Electric Vehicles Charging Using Large Language Models and Graph Neural Networks},
  author = {Orfanoudakis, Stavros and Palensky, Peter and Vergara, Pedro P.},
  year = {2025},
  eprint = {2502.03067},
  archivePrefix = {arXiv}
}

@article{orfanoudakis2026gnndt,
  title = {A Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Smart Charging Environments},
  author = {Orfanoudakis, Stavros and Panda, Nanda Kishor and Palensky, Peter and Vergara, Pedro P.},
  journal = {Energy and AI},
  volume = {23},
  pages = {100679},
  year = {2026},
  doi = {10.1016/j.egyai.2026.100679}
}

@article{kaseb2026pinn4pf,
  title = {Physics-Informed Neural Network with Adaptive Activation for Power Flow},
  author = {Kaseb, Zeynab and Orfanoudakis, Stavros and Vergara, Pedro P. and Palensky, Peter},
  journal = {International Journal of Electrical Power \& Energy Systems},
  volume = {174},
  pages = {111525},
  year = {2026},
  doi = {10.1016/j.ijepes.2025.111525}
}

@article{diazlondono2026mpcv2g,
  title = {Open Source Algorithms for Maximizing {V2G} Flexibility Based on Model Predictive Control},
  author = {Diaz-Londono, Cesar and Orfanoudakis, Stavros and Vergara Barrios, Pedro P. and Palensky, Peter and Ruiz, Fredy and Gruosso, Giambattista},
  journal = {Electric Power Systems Research},
  volume = {250},
  pages = {112082},
  year = {2026},
  doi = {10.1016/j.epsr.2025.112082}
}

@article{esser2025dataset,
  title = {High-Temporal-Resolution Dataset of Uni-, Bidirectional, and Dynamic Electric Vehicle Charging Profiles},
  author = {Esser, Marcel and Orfanoudakis, Stavros and Homaee, Omid and Vahidinasab, Vahid and Vergara, Pedro P. and Spina, Alfio},
  journal = {Scientific Data},
  volume = {12},
  number = {1},
  pages = {1192},
  year = {2025},
  doi = {10.1038/s41597-025-05524-5}
}

@article{orfanoudakis2025evgnn,
  title = {Scalable Reinforcement Learning for Large-Scale Coordination of Electric Vehicles Using Graph Neural Networks},
  author = {Orfanoudakis, Stavros and Robu, Valentin and Salazar, E. Mauricio and Palensky, Peter and Vergara, Pedro P.},
  journal = {Communications Engineering},
  volume = {4},
  number = {1},
  pages = {118},
  year = {2025},
  doi = {10.1038/s44172-025-00457-8}
}

@article{orfanoudakis2025ev2gym,
  title = {{EV2Gym}: A Flexible {V2G} Simulator for {EV} Smart Charging Research and Benchmarking},
  author = {Orfanoudakis, Stavros and Diaz-Londono, Cesar and Yilmaz, Yunus Emre and Palensky, Peter and Vergara, Pedro P.},
  journal = {IEEE Transactions on Intelligent Transportation Systems},
  volume = {26},
  number = {2},
  pages = {2410--2421},
  year = {2025},
  doi = {10.1109/TITS.2024.3510945}
}

@article{kallinteris2024comprehensive,
  title = {A Comprehensive Analysis of Agent Factorization and Learning Algorithms in Multiagent Systems},
  author = {Kallinteris, Andreas and Orfanoudakis, Stavros and Chalkiadakis, Georgios},
  journal = {Autonomous Agents and Multi-Agent Systems},
  volume = {38},
  number = {2},
  pages = {27},
  year = {2024},
  doi = {10.1007/s10458-024-09662-9}
}

@article{lin2024powerflownet,
  title = {{PowerFlowNet}: Power Flow Approximation Using Message Passing Graph Neural Networks},
  author = {Lin, Nan and Orfanoudakis, Stavros and Ordonez Cardenas, Nathan and Giraldo, Juan S. and Vergara, Pedro P.},
  journal = {International Journal of Electrical Power \& Energy Systems},
  volume = {160},
  pages = {110112},
  year = {2024},
  doi = {10.1016/j.ijepes.2024.110112}
}

@article{vogiatzis2023metalearning,
  title = {Novel Meta-Learning Techniques for the Multiclass Image Classification Problem},
  author = {Vogiatzis, Antonios and Orfanoudakis, Stavros and Chalkiadakis, Georgios and Moirogiorgou, Konstantia and Zervakis, Michalis},
  journal = {Sensors},
  volume = {23},
  number = {1},
  pages = {9},
  year = {2023},
  doi = {10.3390/s23010009}
}

@misc{orfanoudakis2026dispatch,
  title = {Can AI Accelerate EV Dispatch?},
  author = {Orfanoudakis, Stavros and Elders, B. and Palensky, Peter and Vergara, Pedro P.},
  year = {2026},
  note = {Workshop paper, ECML PKDD Workshop on Machine Learning for Power Systems}
}

@misc{eland2026saferl,
  title = {Safe Reinforcement Learning for {V2G}-Enabled Electric Vehicle Aggregators},
  author = {Eland, R. and Orfanoudakis, Stavros and Vergara, Pedro P.},
  year = {2026},
  note = {Workshop paper, ECML PKDD Workshop on Machine Learning for Power Systems}
}

@inproceedings{ravanbach2024v2gtool,
  title = {A Dynamic Prediction Tool for Vehicle-to-Grid Operation and Planning},
  author = {Ravanbach, Babak and Turhan, Elif and Wulff, Niklas and Orfanoudakis, Stavros and Vergara, Pedro P. and Vahidinasab, Vahid and Dias, Luiz and Mendes, Goncalo},
  booktitle = {Proceedings of the 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON)},
  pages = {610--615},
  year = {2024},
  doi = {10.1109/MELECON56669.2024.10608538}
}

@inproceedings{martinez2024essplanning,
  title = {Energy Storage Systems Planning in the Electric Distribution System Considering the Grow of PV Penetration},
  author = {Martinez, Norberto A. and Orfanoudakis, Stavros and Vergara, Pedro P. and Franco, John F.},
  booktitle = {Proceedings of the 24th EEEIC International Conference on Environment and Electrical Engineering and 8th I\&CPS Europe},
  year = {2024},
  doi = {10.1109/EEEIC/ICPSEurope61470.2024.10751415}
}

@inproceedings{yilmaz2024powersetpoint,
  title = {Reinforcement Learning for Optimized EV Charging Through Power Setpoint Tracking},
  author = {Yilmaz, Yunus Emre and Orfanoudakis, Stavros and Vergara, Pedro P.},
  booktitle = {IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe 2024)},
  year = {2024},
  doi = {10.1109/ISGTEUROPE62998.2024.10863457}
}

@inproceedings{orfanoudakis2023aggregation,
  title = {A Novel Aggregation Framework for the Efficient Integration of Distributed Energy Resources in the Smart Grid},
  author = {Orfanoudakis, Stavros and Chalkiadakis, Georgios},
  booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS)},
  pages = {2514--2516},
  year = {2023},
  url = {https://research.tudelft.nl/en/publications/a-novel-aggregation-framework-for-the-efficient-integration-of-di/}
}

@inproceedings{kallinteris2022factorization,
  title = {The Performance Impact of Combining Agent Factorization with Different Learning Algorithms for Multiagent Coordination},
  author = {Kallinteris, Andreas and Orfanoudakis, Stavros and Chalkiadakis, Georgios},
  booktitle = {Proceedings of the 12th Hellenic Conference on Artificial Intelligence (SETN 2022)},
  year = {2022},
  doi = {10.1145/3549737.3549773}
}

@inproceedings{moirogiorgou2022robotic,
  title = {Intelligent Robotic System for Urban Waste Recycling},
  author = {Moirogiorgou, Konstantia and Raptopoulos, Freiderikos and Livanos, George and Orfanoudakis, Stavros and Papadogiorgaki, Maria and Zervakis, Michalis and Maniadakis, Michail},
  booktitle = {Proceedings of the 2022 IEEE International Conference on Imaging Systems and Techniques (IST)},
  year = {2022},
  doi = {10.1109/IST55454.2022.9827769}
}

@inproceedings{orfanoudakis2021powertac,
  title = {Aiming for Half Gets You to the Top: Winning PowerTAC 2020},
  author = {Orfanoudakis, Stavros and Kontos, Stefanos and Akasiadis, Charilaos and Chalkiadakis, Georgios},
  editor = {Rosenfeld, Ariel and Talmon, Nimrod},
  booktitle = {Multi-Agent Systems -- 18th European Conference, EUMAS 2021, Revised Selected Papers},
  series = {Lecture Notes in Computer Science},
  volume = {12802},
  pages = {144--159},
  year = {2021},
  doi = {10.1007/978-3-030-82254-5_9}
}