C. P. Andriotis

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Partially Observable Markov Decision Process

State And Action Spaces

Bayesian Networks

Top Venues

Reliab. Eng. Syst. Saf.

Publications

M. Saifullah, K. G. Papakonstantinou, C. P. Andriotis, S. M. Stoffels
Multi-agent deep reinforcement learning with centralized training and decentralized execution for transportation infrastructure management. CoRR (2024)
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)
C. P. Andriotis, K. G. Papakonstantinou
Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints. Reliab. Eng. Syst. Saf. 212 (2021)
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)
C. P. Andriotis, K. G. Papakonstantinou
Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints. CoRR (2020)
C. P. Andriotis, K. G. Papakonstantinou
Managing engineering systems with large state and action spaces through deep reinforcement learning. Reliab. Eng. Syst. Saf. 191 (2019)
C. P. Andriotis, K. G. Papakonstantinou, E. N. Chatzi
Value of structural health monitoring quantification in partially observable stochastic environments. CoRR (2019)
C. P. Andriotis, K. G. Papakonstantinou
Managing engineering systems with large state and action spaces through deep reinforcement learning. CoRR (2018)