C.P. Andriotis

Managing engineering systems with large state and action spaces through deep reinforcement learning

Charalampos Andriotis, Konstantinos G. Papakonstantinou · Reliability Engineering & System Safety · 2019 · 210 citations

Computing, Computer Science, Systems Engineering +14

Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints

Charalampos Andriotis, Konstantinos G. Papakonstantinou · Reliability Engineering & System Safety · 2021 · 123 citations · Full text

Computing, Autonomous Systems, Computer Science +16

Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes

Pablo G. Morato, Konstantinos G. Papakonstantinou, Charalampos Andriotis et al. · Structural Safety · 2021 · 90 citations · Full text

Engineering, Decision Sciences, Industrial Engineering +17

Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning

Pablo G. Morato, Charalampos Andriotis, Konstantinos G. Papakonstantinou et al. · Reliability Engineering & System Safety · 2023 · 53 citations

Computing, Computer Science, Systems Engineering +17

Multi-criteria design methods in façade engineering: State-of-the-art and future trends

Simona Bianchi, Charalampos Andriotis, Tillman Klein et al. · Building and Environment · 2024 · 47 citations · Full text

Architecture, Architectural Engineering, Building Science +16