Optimal policy for structure maintenance: A deep reinforcement learning framework

Structural Safety（2020）

引用 73|浏览5

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摘要

•A general DRL framework for structural maintenance policy is proposed.•The DRL framework is able to incorporate real historical data and simulation data.•Engineering concerns can be considered in the reward function of the DRL framework.

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关键词

Bridge maintenance policy,Deep reinforcement learning (DRL),Markov decision process (MDP),Deep Q-network (DQN),Convolutional neural network (CNN)

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