Giacomo Arcieri

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Financial Investment

Continuous State Spaces

Decision Making

Reinforcement Learning

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi
POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance. CoRR (2023)
Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi
Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems. Reliab. Eng. Syst. Saf. 239 (2023)
Cyprien Hoelzl, Giacomo Arcieri, Lucian Ancu, Stanislaw Banaszak, Aurelia Kollros, Vasilis K. Dertimanis, Eleni N. Chatzi
Fusing Expert Knowledge with Monitoring Data for Condition Assessment of Railway Welds. Sensors 23 (5) (2023)
Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi
Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems. CoRR (2022)
Giacomo Arcieri, David Wölfle, Eleni Chatzi
Which Model To Trust: Assessing the Influence of Models on the Performance of Reinforcement Learning Algorithms for Continuous Control Tasks. CoRR (2021)