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Charalampos P. Andriotis
Charalampos P. Andriotis
Assistant Professor, Delft University of Technology
Bestätigte E-Mail-Adresse bei tudelft.nl - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Managing engineering systems with large state and action spaces through deep reinforcement learning
CP Andriotis, KG Papakonstantinou
Reliability Engineering & System Safety 191, 106483, 2019
2472019
Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints
CP Andriotis, KG Papakonstantinou
Reliability Engineering & System Safety 212, 107551, 2021
1452021
Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes
PG Morato, KG Papakonstantinou, CP Andriotis, JS Nielsen, P Rigo
Structural Safety 94, 102140, 2022
682022
POMDP and MOMDP solutions for structural life-cycle cost minimization under partial and mixed observability
KG Papakonstantinou, CP Andriotis, M Shinozuka
Structure and Infrastructure Engineering 14 (7), 869-882, 2018
602018
Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning
PG Morato, CP Andriotis, KG Papakonstantinou, P Rigo
Reliability Engineering & System Safety 235, 109144, 2023
462023
Value of structural health information in partially observable stochastic environments
CP Andriotis, KG Papakonstantinou, EN Chatzi
arXiv preprint arXiv:1912.12534, 2020
412020
Extended and generalized fragility functions
CP Andriotis, KG Papakonstantinou
Journal of Engineering Mechanics 144 (9), 04018087, 2018
282018
Modeling reinforced concrete structures using smooth plasticity and damage models
C Andriotis, I Gkimousis, V Koumousis
Journal of Structural Engineering 142 (2), 04015105, 2016
222016
Multi-criteria design methods in façade engineering: State-of-the-art and future trends
S Bianchi, C Andriotis, T Klein, M Overend
Building and Environment 250, 111184, 2024
202024
Point-based POMDP solvers for life-cycle cost minimization of deteriorating structures
KG Papakonstantinou, C Andriotis, M Shinozuka
Life-Cycle of Engineering Systems: Emphasis on Sustainable Civil …, 2016
162016
Quantifying the value of structural monitoring for decision making
KG Papakonstantinou, CP Andriotis, H Gao, EN Chatzi
13th International Conference on Applications of Statistics and Probability …, 2019
152019
Appraisal and mathematical properties of fragility analysis methods
S Yi, KG Papakonstantinou, CP Andriotis, J Song
Proceedings of the 13th International Conference on Structural Safety and …, 2022
13*2022
Nonlinear programming hybrid beam-column element formulation for large-displacement elastic and inelastic analysis
CP Andriotis, KG Papakonstantinou, VK Koumousis
Journal of Engineering Mechanics 144 (10), 04018096, 2018
122018
Multi-agent deep reinforcement learning with centralized training and decentralized execution for transportation infrastructure management
M Saifullah, KG Papakonstantinou, CP Andriotis, SM Stoffels
arXiv preprint arXiv:2401.12455, 2024
112024
Large-scale wildfire mitigation through deep reinforcement learning
A Altamimi, C Lagoa, JG Borges, ME McDill, CP Andriotis, ...
Frontiers in Forests and Global Change 5, 734330, 2022
112022
Synergetic-informed deep reinforcement learning for sustainable management of transportation networks with large action spaces
L Lai, Y Dong, CP Andriotis, A Wang, X Lei
Automation in Construction 160, 105302, 2024
102024
Deep reinforcement learning-based life-cycle management of deteriorating transportation systems
M Saifullah, CP Andriotis, KG Papakonstantinou, SM Stoffels
Bridge Safety, Maintenance, Management, Life-Cycle, Resilience and …, 2022
102022
POMDP solutions for monitored structures
KG Papakonstantinou, CP Andriotis, M Shinozuka
IFIP WG-7.5 Conference on Reliability and Optimization of Structural Systems …, 2016
102016
Life-cycle policies for large engineering systems under complete and partial observability
CP Andriotis, KG Papakonstantinou
13th International Conference on Applications of Statistics and Probability …, 2019
82019
Managing offshore wind turbines through Markov decision processes and dynamic Bayesian networks
PG Morato, KG Papakonstantinou, CP Andriotis, P Rigo
13th International Conference on Structural Safety & Reliability (ICOSSAR), 2022
52022
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