Deep reinforcement learning-based sampling method for structural reliability assessment.
Zhengliang XiangYuequan BaoZhiyi TangHui LiPublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- reliability assessment
- reinforcement learning
- bp neural network model
- power system
- multi agent
- structural information
- software defect
- puts forward
- function approximation
- model free
- temporal difference
- dynamic programming
- reinforcement learning algorithms
- robotic control
- learning algorithm
- autonomous learning
- markov decision processes
- temporal difference learning
- action space
- neural network
- machine learning
- transition model
- stochastic approximation
- deep learning
- learning capabilities
- search engine
- data sets
- structural features
- optimal policy