1. Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints. (August 2021) Authors: Andriotis, C.P.; Papakonstantinou, K.G. Journal: Reliability engineering & system safety Issue: Volume 212(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning. (July 2023) Authors: Morato, P.G.; Andriotis, C.P.; Papakonstantinou, K.G.; Rigo, P. Journal: Reliability engineering & system safety Issue: Volume 235(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes. (January 2022) Authors: Morato, P.G.; Papakonstantinou, K.G.; Andriotis, C.P.; Nielsen, J.S.; Rigo, P. Journal: Structural safety Issue: Volume 94(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗