Scholar
Pablo G. Morato
Google Scholar ID: -px7BBgAAAAJ
PhD, AI-DAPT, Delft University of Technology, Netherlands
Citations & Impact
Citations
334
H-index
10
i10-index
11
Publications
20
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- Presented IMP-MARL at NeurIPS 2023 in December 2023.
- Released IMP-MARL: a suite of environments for large-scale infrastructure management planning via MARL (arXiv:2306.11551) in June 2023.
- Published 'Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning' in Reliability Engineering & System Safety, 2023.
- Published 'Interpretation and analysis of deep reinforcement learning driven inspection and maintenance policies for engineering systems' at ICASP14, 2023.
- Published 'Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes' in Structural Safety, 2022.
- Co-authored 'Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks' in Structural Health Monitoring, 2022.
- Published 'Managing offshore wind turbines through Markov decision processes and dynamic Bayesian networks' at ICOSSAR 2022.
