Alberto Castagna

According to our database, Alberto Castagna authored at least 12 papers between 2020 and 2026.

Collaborative distances:

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

2026

Towards Autonomous Railway Operations: A Semi-Hierarchical Deep Reinforcement Learning Approach to the Vehicle Rescheduling Problem.

Alberto Castagna, Stefan Zahlner, Adrian Egli, Christian Eichenberger, Daniel Boos, Manuel Meyer, Anton R. Fuxjäger

CoRR, May, 2026

2025

A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures.

Milad Leyli-Abadi, Ricardo J. Bessa, Jan Viebahn, Daniel Boos, Clark Borst, Alberto Castagna, Ricardo Chavarriaga, Mohamed Hassouna, Bruno Lemetayer, Giulia Leto, Antoine Marot, Maroua Meddeb, Manuel Meyer, Viola Schiaffonati, Manuel Schneider, Toni Waefler

CoRR, April, 2025

Towards Efficient Multi-Objective Optimisation for Real-World Power Grid Topology Control.

Yassine El Manyari, Anton R. Fuxjäger, Stefan Zahlner, Joost van Dijk, Alberto Castagna, Davide Barbieri, Jan Viebahn, Marcel Wasserer

CoRR, February, 2025

Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning.

Alberto Castagna

CoRR, January, 2025

A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures.

Milad Leyli-Abadi, Ricardo J. Bessa, Jan Viebahn, Daniel Boos, Clark Borst, Alberto Castagna, Ricardo Chavarriaga, Mohamed Hassouna, Bruno Lemetayer, Giulia Leto, Antoine Marot, Maroua Meddeb, Manuel Meyer, Viola Schiaffonati, Manuel Schneider, Toni Waefler, Mouadh Yagoubi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Efficient Multi-Objective Optimisation for Real-World Power Grid Topology Control.

Yassine El Manyari, Anton Robert Fuxjäger, Stefan Zahlner, Joost van Dijk, Alberto Castagna, Davide Barbieri, Jan Viebahn, Marcel Wasserer

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

2024

Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning.

Alberto Castagna

PhD thesis, 2024

2023

Continual Model-Based Reinforcement Learning for Data Efficient Wireless Network Optimisation.

Cengis Hasan, Alexandros Agapitos, David Lynch, Alberto Castagna, Giorgio Cruciata, Hao Wang, Aleksandar Milenovic

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning.

Alberto Castagna, Ivana Dusparic

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Multi-agent Transfer Learning in Reinforcement Learning-based Ride-sharing Systems.

Alberto Castagna, Ivana Dusparic

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021

Demand-responsive rebalancing zone generation for reinforcement learning-based on-demand mobility.

Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic

AI Commun., 2021

2020

Demand-Responsive Zone Generation for Real-Time Vehicle Rebalancing in Ride-Sharing Fleets.

Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic

Proceedings of the Eleventh International Workshop on Agents in Traffic and Transportation co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), 2020