K. G. Papakonstantinou

According to our database, K. G. Papakonstantinou authored at least 13 papers between 2014 and 2024.

Collaborative distances:

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

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

Quadratic Point Estimate Method for Probabilistic Moments Computation.

Minhyeok Ko, Konstantinos G. Papakonstantinou

CoRR, 2024

Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems.

Antonios Kamariotis, Eleni N. Chatzi, Daniel Straub, Nikolaos Dervilis, Kai Goebel, Aidan J. Hughes, Geert Lombaert, Costas Papadimitriou, Konstantinos G. Papakonstantinou, Matteo Pozzi, Michael Todd, Keith Worden

CoRR, 2024

Multi-agent deep reinforcement learning with centralized training and decentralized execution for transportation infrastructure management.

M. Saifullah, K. G. Papakonstantinou, C. P. Andriotis, S. M. Stoffels

CoRR, 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

Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning.

Pablo G. Morato, C. P. Andriotis, K. G. Papakonstantinou, Philippe Rigo

Reliab. Eng. Syst. Saf., July, 2023

2021

Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints.

C. P. Andriotis, K. G. Papakonstantinou

Reliab. Eng. Syst. Saf., 2021

2020

Optimal Inspection and Maintenance Planning for Deteriorating Structures through Dynamic Bayesian Networks and Markov Decision Processes.

Pablo G. Morato, Konstantinos G. Papakonstantinou, Charalampos P. Andriotis, J. S. Nielsen, Philippe Rigo

CoRR, 2020

2019

Managing engineering systems with large state and action spaces through deep reinforcement learning.

C. P. Andriotis, K. G. Papakonstantinou

Reliab. Eng. Syst. Saf., 2019

Value of structural health monitoring quantification in partially observable stochastic environments.

C. P. Andriotis, K. G. Papakonstantinou, Eleni N. Chatzi

CoRR, 2019

2018

A Nonlinear Integer Programming Approach for the Minimization of Boolean Expressions.

K. G. Papakonstantinou, George K. Papakonstantinou

J. Circuits Syst. Comput., 2018

2014

Planning structural inspection and maintenance policies via dynamic programming and Markov processes. Part II: POMDP implementation.

K. G. Papakonstantinou, M. Shinozuka

Reliab. Eng. Syst. Saf., 2014

Planning structural inspection and maintenance policies via dynamic programming and Markov processes. Part I: Theory.

K. G. Papakonstantinou, M. Shinozuka

Reliab. Eng. Syst. Saf., 2014