Giacomo Arcieri

According to our database, Giacomo Arcieri authored at least 6 papers between 2021 and 2026.

Collaborative distances:

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

2026

Deep belief Markov models for POMDP inference.

Giacomo Arcieri, Konstantinos G. Papakonstantinou, Daniel Straub, Eleni N. Chatzi

Neural Networks, 2026

2025

Response estimation and system identification of dynamical systems via physics-informed neural networks.

Marcus Haywood-Alexander, Giacomo Arcieri, Antonios Kamariotis, Eleni N. Chatzi

Adv. Model. Simul. Eng. Sci., December, 2025

2024

POMDP inference and robust solution via deep reinforcement learning: an application to railway optimal maintenance.

Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi

Mach. Learn., October, 2024

2023

Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems.

Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi

Reliab. Eng. Syst. Saf., November, 2023

Fusing Expert Knowledge with Monitoring Data for Condition Assessment of Railway Welds.

Cyprien Hoelzl, Giacomo Arcieri, Lucian Ancu, Stanislaw Banaszak, Aurelia Kollros, Vasilis K. Dertimanis, Eleni N. Chatzi

Sensors, March, 2023

2021

Which Model To Trust: Assessing the Influence of Models on the Performance of Reinforcement Learning Algorithms for Continuous Control Tasks.

Giacomo Arcieri, David Wölfle, Eleni N. Chatzi

CoRR, 2021