Alberto Castagna

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Transfer Learning

Manifold Alignment

Stochastic Games

Multi Agent Learning

Top Venues

Publications

Cengis Hasan, Alexandros Agapitos, David Lynch, Alberto Castagna, Giorgio Cruciata, Hao Wang, Aleksandar Milenovic
Continual Model-based Reinforcement Learning for Data Efficient Wireless Network Optimisation. CoRR (2024)
Cengis Hasan, Alexandros Agapitos, David Lynch, Alberto Castagna, Giorgio Cruciata, Hao Wang, Aleksandar Milenovic
Continual Model-Based Reinforcement Learning for Data Efficient Wireless Network Optimisation. ECML/PKDD (6) (2023)
Alberto Castagna, Ivana Dusparic
Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning. CoRR (2023)
Alberto Castagna, Ivana Dusparic
Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning. ECAI (2023)
Alberto Castagna, Ivana Dusparic
Multi-agent Transfer Learning in Reinforcement Learning-based Ride-sharing Systems. ICAART (2) (2022)
Alberto Castagna, Ivana Dusparic
Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems. CoRR (2021)
Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic
Demand-responsive rebalancing zone generation for reinforcement learning-based on-demand mobility. AI Commun. 34 (1) (2021)
Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic
Demand-Responsive Zone Generation for Real-Time Vehicle Rebalancing in Ride-Sharing Fleets. ATT@ECAI (2020)