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

15 December 2022

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

7 / 7 papers shown

Title
Deep Belief Markov Models for POMDP Inference Giacomo Arcieri K. Papakonstantinou D. Štraub Eleni Chatzi 43 0 0 17 Mar 2025
Can We Find the Code? An Empirical Study of Google Scholar's Code Retrieval Shi-Shun Chen 35 1 0 02 Mar 2025
A local squared Wasserstein-2 method for efficient reconstruction of models with uncertainty Mingtao Xia Qijing Shen 24 1 0 10 Jun 2024
Multi-agent deep reinforcement learning with centralized training and decentralized execution for transportation infrastructure management M. Saifullah K. G. Papakonstantinou C. Andriotis S. M. Stoffels AI4CE 21 2 0 23 Jan 2024
Quantifying the value of information transfer in population-based SHM A. Hughes J. Poole N. Dervilis P. Gardner Keith Worden 16 3 0 06 Nov 2023
A digital twin framework for civil engineering structures Matteo Torzoni M. Tezzele S. Mariani Andrea Manzoni Karen E. Willcox AI4CE 27 61 0 02 Aug 2023
POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance Giacomo Arcieri C. Hoelzl Oliver Schwery D. Štraub K. Papakonstantinou Eleni Chatzi 16 13 0 16 Jul 2023