May 1, 2021 � Finally, the Monte Carlo based reinforcement learning algorithm is used in order to generate optimal routes that are maintenance fisible.
The main aim of operational aircraft maintenance routing problem (OAMRP) is to generate these optimal routes for each aircraft that are maintenance feasible and�...
May 1, 2021 � The main aim of operational aircraft maintenance routing problem (OAMRP) is to generate these optimal routes for each aircraft that are�...
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A reinforcement learning-based algorithm for the aircraft maintenance routing problem. https://doi.org/10.1016/j.eswa.2020.114399 �.
Feb 15, 2023 � Finally, we delve into the field of solution methods and we design an adaptive reinforcement learning-based algorithm for solving Model I and�...
Oct 3, 2023 � This paper proposes using reinforcement learning (RL) to schedule maintenance tasks, which can significantly reduce direct operating costs for airlines.
Jul 29, 2024 � Reinforcement learning frameworks have become promising due to largely improved data availability and computing power in the aviation industry.
A reinforcement learning-based algorithm for the aircraft maintenance routing problem. 1 May 2021 | Expert Systems with Applications, Vol. 169. Aircraft�...
J. H. Ruan's 7 research works with 66 citations, including: A reinforcement learning-based algorithm for the aircraft maintenance routing problem.
This paper presents a reinforcement learning (RL) algorithm prototype to solve the aircraft line maintenance scheduling problem. The Line Maintenance�...