Pablo G. Morato

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Markov Decision Processes

Reinforcement Learning

Reliability Analysis

Bayesian Networks

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Pascal Leroy, Pablo G. Morato, Jonathan Pisane, Athanasios Kolios, Damien Ernst
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL. NeurIPS (2023)
Pascal Leroy, Pablo G. Morato, Jonathan Pisane, Athanasios Kolios, Damien Ernst
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL. CoRR (2023)
J. Moran A., Pablo G. Morato, Philippe Rigo
Active learning for structural reliability analysis with multiple limit state functions through variance-enhanced PC-Kriging surrogate models. CoRR (2023)
Pablo G. Morato, C. P. Andriotis, K. G. Papakonstantinou, Philippe Rigo
Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning. Reliab. Eng. Syst. Saf. 235 (2023)
Pablo G. Morato, Charalampos P. Andriotis, Konstantinos G. Papakonstantinou, Philippe Rigo
Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning. CoRR (2022)
Nandar Hlaing, Pablo G. Morato, Francisco de Nolasco Santos, Wout Weijtjens, Christof Devriendt, Philippe Rigo
Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks. CoRR (2022)
Pablo G. Morato, K. G. Papakonstantinou, C. P. Andriotis, J. S. Nielsen, P. Rigo
Optimal Inspection and Maintenance Planning for Deteriorating Structures through Dynamic Bayesian Networks and Markov Decision Processes. CoRR (2020)